Pangea, Part II

 1. Commercial Purpose and Placement

Pangea connects a property, project, producer or Joint Operating Committee requirement with the market. Its commercial purpose is to improve the ability to obtain suitable capabilities and resources on terms that support profitable development and operation.

Price is one part of that assessment. Availability, technical suitability, reliability, delivery timing, installation cost, operating consequences, maintenance support and the supplier’s ability to perform may materially affect the result. Pangea should make these factors available to the responsible decision-makers without imposing a universal purchasing formula.

Business Operations Management supervises the process. Planning establishes or refines the need. Capability Deployment organizes the engagement of suitable capabilities. The Marketplace sub-module manages the commercial interaction and continuity with the domain Marketplace Modules. Accounting Voucher, Work Order, Industrial Command & Control and other responsible functions retain their established responsibilities. S01

A producer may bring an independently authorized requirement into Pangea. A Joint Operating Committee requirement retains the representation and decision rights of its governing arrangements. The interface must not assume that every participant is an employee of a designated operator or that every engagement concerns a Joint Operating Committee.

The market should also accommodate firms from other industries that supply oil & gas participants. Their participation depends on the transaction’s requirements and their approved role. A supplier need not become an oil & gas producer to demonstrate equipment or fulfil an order.

2. People, Representation and Discovery

The individual and the represented party

The starting point is a person acting in a known capacity. Synallagi’s persistent identity connects that person with separately approved assignments, clients and represented parties. An engineer may serve several producers or Joint Operating Committees. The selected assignment determines the information and actions available in the current engagement.

The contracting party, beneficiary, represented party, funding participant and owner of confidential information may differ. Pangea must keep those relationships explicit. An invitation to a virtual meeting establishes participation in that meeting; it does not establish contractual or expenditure authority.

A participant should be able to see the commercial capacity in which another participant is acting, subject to permitted disclosure. A supplier representative’s authority to describe a product can differ from their authority to accept a price or delivery obligation. A field agent’s authority to report an observation can differ from their authority to accept a milestone.

Discovery and useful encounters

Discovery includes deliberate searches and encounters that expose useful alternatives. Participants may browse a supplier’s premises, follow a property requirement, examine a capability listing or be introduced to a specialist. Pangea should support the serendipity and personal understanding described in the earlier marketplace vision. S04

Search should consider the requirements relevant technical and commercial characteristics. A recommendation should explain the factors that made it relevant and distinguish sponsored placement, if introduced, from technical qualification. A published capability is an invitation to investigate; it is not a reservation or commitment.

A requirement may be met through capabilities already contributed under a Pooling arrangement or through an external market engagement. Pangea should connect with Capability Deployment so those alternatives can be considered within their agreed availability, recovery and authority. A producer’s capability information remains in Research & Capabilities; selective publication through Knowledge & Learning to a particular Joint Operating Committee does not authorize public marketplace disclosure. S01

Supplier profiles should connect the appropriate technical, commercial, field and billing contacts. Qualification evidence should identify its issuer, scope, currency and expiry where relevant. The responsible purchaser determines whether the evidence is sufficient for the contemplated engagement.

Private bids, producer costs, geological information, designs and unpublished capabilities must remain within their permitted audiences. Discovery and recommendation must operate within those same boundaries.

3. The Marketplace Interface

Two coordinated screens

The primary Business Operations Management workstation presents two screens that remain available together. The first is the Pangea working environment: the specialist’s domain, a selected client or property, or the shared marketplace. The second presents the financial information for the properties and responsibilities selected in that context.

The financial screen presents actual, factual, standard and objective accounting, with an identifiable reporting period and source. The specialist can investigate profitability, the cost of work, commitments, accruals and emerging variances, and connect those results to the transactions that explain them. Estimates, work-in-progress assessments and proposed outcomes remain visibly distinct from confirmed actuals.

Selecting a property or Synallagi coordinates the two screens. The engineer can move from an adverse financial result to its underlying work and obligations, then configure the appropriate response in Pangea. As the response is performed and accounted for, its results appear in the financial view. A financial variance identifies a matter for investigation; technical diagnosis and field direction remain with the responsible specialists.

Contextual actions and working domains

A right-click on a relevant item, person, obligation or property exposes the actions available in that context. These can include designing or amending the transaction, defining a Work Order, issuing a Job Order through the applicable authority, arranging an inspection, approving a permitted substitution or issuing an authorized payment. The menu identifies the selected client, transaction, subject and consequence of the action.

The specialist’s professional domain provides an overview of permitted assignments and matters requiring attention. A client’s domain provides that client’s working context. The marketplace supports discovery and interaction with the invited or permitted parties. Moving between these domains preserves the appropriate information and authority boundaries; a shared meeting displays the people and information relevant to its purpose.

The same controls support direct, conversational and mobile actions. They should avoid repeatedly asking the specialist to approve work already covered by an effective instruction or delegation. A new decision is required when the applicable authority, material terms or defined conditions require one.

Connected ways of working

Pangea should offer several ways to reach the same authorized transaction:

• A spatial view of a supplier, property, asset or proposed installation.
• Search, lists, maps and comparison views.
• Conversation or voice assistance.
• Direct access from a requirement, AFE, engagement or existing commitment.
• Mobile access for people undertaking physical work.

These views share the transaction’s business meaning. Routine users should be able to reach an offer or pending decision directly. Spatial participation should be available when it improves understanding, inspection of alternatives or personal collaboration.

A shared session should show the current participants, represented parties, relevant object and status of the discussion. Participants must be able to distinguish an informal proposal, a revised offer, a request for approval and an accepted commitment.

What an object represents

Selecting equipment must identify the actual item or product configuration being discussed. Its authoritative record should provide the relevant specifications, drawings, quantities, units, condition, supplier, availability basis and applicable commercial offer.

An illustrative rendering, a scan of an existing item and an engineering model have different evidentiary uses. The interface must identify the source and status of the representation. A visually convincing model does not establish dimensions, compatibility, ownership, condition or availability.

World Labs describes Marble as generating and editing navigable 3D environments from several types of input, including text and images. It also explains that missing details can be invented during generation. That makes this technology a candidate presentation capability; suitability for Pangea’s engineering and commercial uses requires evaluation. S09

Purchase against AFE

The action opens a transaction view containing the selected item, offer, buyer, beneficiary, property or project, relevant AFE and proposed terms. It then identifies the outstanding technical, contractual and funding requirements.

The interface should explain what the next action will accomplish. Preparing a request, submitting it for approval, accepting a commitment and releasing a payment have different consequences. A user’s approval must refer to the specific terms presented.

A change of item, quantity, price, beneficiary or other material term must be visible before the affected decision is taken. The interface should provide a clear path from the negotiated agreement to the underlying documents and responsible people.

4. Designing Transactions

Engineers and geologists design their individual Synallagi through Pangea, configuring the requirements and relationships needed to accomplish their work. Accounting Voucher’s Transaction Design Interface supplies the reusable business and accounting designs developed by accountants and the relevant specialists. Pangea presents those capabilities in the engineer’s or geologist’s working context. The specialist’s transaction design and the accounting design operate on the same Synallagi. S03

The design must establish what is transferred, how the parties identify and measure it, how it is valued, and how compensation occurs. Each specialist domain retains the knowledge required to perform its work; the transaction specifies the information and evidence that must pass between domains.

For a substantial equipment purchase, the design should express the following arrangements:

Pangea should let the specialist assemble a suitable transaction design and inspect its dependencies as it develops. Technical constraints, participants, financial arrangements and alternative paths must be captured as usable requirements, not left only in conversation. An unusual arrangement may require the responsible specialists to develop or amend a reusable design before the affected action advances.

The template has its own version and approval basis. A transaction retains the design version under which it was accepted. Improvements to a template must not silently change existing contracts.

The design coordinates commercial and accounting consequences. Technical instructions for physical work remain with the responsible operational functions.

5. Offers, Negotiation and Purchase Orders

Technical and commercial agreement

Participants should be able to compare compliant offers, record exceptions and request clarification. Technical evaluation and commercial negotiation may proceed together, but the decision record must identify unresolved requirements.

An accepted offer must identify the parties and the precise basis of acceptance. Conversation summaries can help prepare this record. An AI-generated summary or an attendee’s interpretation must not substitute for the acceptance required by the agreed process.

The supplier must confirm the configuration, capacity and delivery obligations it is actually undertaking. Availability displayed during discovery requires revalidation when reservation or commitment occurs.

Purchase Order configuration

The Capability Deployment reference makes Purchase Order functionality discretionary, selected by the producer and excluded from standard Synallagi configuration. This draft selects that functionality for the high-value purchasing scenario requested for Pangea. It does not change the general configuration rule. S01

Before such a transaction can proceed, the applicable organization must have adopted and configured the Purchase Order controls. Where a different transaction class uses another governing agreement, its equivalent contractual and approval requirements must be defined explicitly. The Petroleum Lease and Financial Marketplace Modules will establish their appropriate instruments.

Purchase Order controls remain in the Accounting Voucher environment. Pangea presents and coordinates their use. The Purchase Order number does not replace an AFE, Cost Center or Lease charge code.

Terms to be captured

The Purchase Order and incorporated documents should address:

• Product configuration, quantity, unit of measure, condition and required documentation.
• Agreed price, currency, taxes, freight and other separately identified charges.
• Assembly or manufacturing milestones and required completion dates.
• Inspection arrangements, witnesses, methods, evidence and acceptance authority.
• Delivery location, shipment conditions, responsibility for transport and handling, and agreed treatment of title and risk.
• Installation, commissioning and site access responsibilities were included.
• Prepayments, progress payments, partial payments, holdbacks and final payment conditions.
• Warranty, defects, change control, cancellation and dispute arrangements.

These terms do not guarantee performance merely because they have been recorded. They establish obligations, evidence requirements and the agreed responses when performance differs from the contract.

Accepted changes require an amendment linked to the affected version. The record should make their effects on price, budget, schedule, financing, field assignments and prior acceptance understandable.

Announcing "Pangea"

People, Ideas & Objects began expanding the Business Operations Management module through three complementary submodules. The first, Joint Operating Committee – Capabilities Deployment, has been completed and published on this blog, with its contents now available on the wiki. This blog remains our first point of publication and the point of record; the wiki maintains the updated version of Synallagi.

Today we begin publishing the second submodule: the Marketplace interface, now named Pangea. The name recognizes the geographical nature of oil & gas operations and the need to connect people, capabilities and resources across that geography. Pangea will provide a virtual environment where engineers and geologists can find the products, services and individuals they need to fulfill their responsibilities. Synallagi’s ERP capabilities will support the commercial activity arising from those interactions.

Pangea is designed to make spontaneous encounters and serendipitous discoveries commercially productive. When two individuals discover an opportunity to do business, they will be able to formulate an agreement, initiate a payment, issue a Purchase Order, or create a Work Order or Job Order. Each action will remain within the authority and responsibility of the individuals involved. The encounter, the agreement and the resulting transactions will be supported within the same environment.

Producers and suppliers will have virtual real estate through which they can present their products, services and commercial opportunities. These locations will provide places for people to discover offerings, engage directly with those providing them and arrange their purchase, delivery or deployment.

Pangea will work alongside the Joint Operating Committee – Capabilities Deployment interface. Pangea will enable people to engage in the marketplace and conduct the business necessary to secure what they need. Capabilities Deployment will provide the means to organize and manage those capabilities toward the objectives of the Joint Operating Committee.

A third submodule, the Planning interface, will follow. It will enable engineers and geologists to undertake what we call designing a transaction: connecting their intended objectives with the resources, responsibilities and commercial arrangements required to achieve them.

So we begin with Pangea…

Marketplace — Business and Technical Specification

Business Operations Management · Marketplace Sub-Module · Version 3 · 31 October 2026

Prepared for People, Ideas & Objects and our user community.

Document status. Version 3 develops the business purpose, conceptual relationships and proposed technical requirements of Pangea. It retains the first draft’s three-part format and detailed transaction provisions, incorporating the author’s notes on the overall vision, one Synallagi as one Accounting Voucher, Profitable Velocity, two coordinated screens and transactions spanning accounting months. It is a specification for review and development. The foundational sources remain S01, S02, S03, S04 and S05.

Name and scope. Pangea is the name of the marketplace. Its association with land reflects the setting in which oil & gas activity occurs. The name encompasses the people, resources, services and financial arrangements needed to develop and operate those properties.

The current scope retains all three Marketplace Modules. The earlier marketplace vision supplies useful ideas about discovery and interaction; its proposal to consolidate those modules is not adopted here. Detailed specifications for the three domain modules will follow this common foundation.

Part I — Business Specification

Note to Our User Community

Pangea brings people and their capabilities into a commercial environment connected to the business of oil & gas. Engineers and geologists should be able to move from a property requirement to a productive conversation with the people who can meet it. A supplier should be able to explain an alternative, demonstrate equipment, establish its suitability and agree how the work will be performed. A field specialist and a financing representative should be able to participate where their contribution is needed.

The purpose is to shorten the interval between recognizing a need and carrying out the authorized response. That interval includes discovery, technical evaluation, commercial agreement, funding, physical work and accounting. Reducing Organizational Latency requires continuity across all of these activities.

Our user community will define and validate these processes with the people who perform them. People, Ideas & Objects supply the specification and development framework; the participating professions and service providers contribute the knowledge necessary to make the market useful. Their responsibilities, licensed Intellectual Property and compensation must remain identifiable as processes develop.

The Overall Vision

Pangea gives engineers and geologists a working environment in which to design the complete transaction required to accomplish their purpose. They can assemble its technical requirements, people, resources, contracts, expenditure, financing, performance conditions and accounting consequences in a graphical and virtual interface. The transaction takes shape through the way they configure those elements and their relationships.

At the transaction level, a Synallagi and an Accounting Voucher are one and the same. The system carries the complete designed transaction through its life. Purchase Orders, Work Orders, Job Orders, evidence, obligations and period-specific accounting results form part of that Synallagi through their identified records and relationships. The Accounting Voucher module supplies its design and accounting capabilities; the individual Accounting Voucher is the transaction being designed and carried out.

Consider an engineer purchasing and installing a 10,000-horsepower compressor. The design can include the selected configuration, its position at the property, assembly inspections, delivery, installation, financing, payments and holdbacks. An installation requirement such as an engineer-specified angle relative to the predominant wind, intended to support radiator cooling, belongs in the same transaction as the work and acceptance criteria needed to fulfil it.

The engineer works from an approved AFE and the authority assigned to the engagement. The interface connects the necessary Work Order, participants, Industrial Command & Control arrangements and Job Orders. As the work proceeds, ERP processing and Autonomous Asynchronous Transaction Orchestration act on the configured requirements, accepted events and existing authority. The specialist can see what is happening and intervene where judgment is required.

This is the guide for our user community: the detailed contingencies, evidence and controls in this specification are elements from which the specialist constructs a functioning Synallagi. The interface must make their relationships understandable and usable. The separate Accounting Voucher specification will develop the detailed voucher architecture while preserving this definition.

Profitable Velocity

Profitable Velocity is the rate at which sound engineering and geological decisions become authorized action and demonstrable commercial results. It combines scientific judgment, timely execution and objective financial feedback. Increasing the number of actions performed is useful only where those actions contribute to the intended property and commercial outcomes.

The design anticipates increasing pressure on engineering and geological capacity as experienced people retire, recruitment constraints persist and the work required to sustain and improve production becomes more demanding. Pangea must allow specialists to manage a growing portfolio of transactions without continuously checking each individual process.

An engineer might have 50 active transactions for one client and 50 for another. This illustrates the working environment to be supported: the system follows routine progress, advances work within its authority and brings material exceptions or decisions to the engineer’s attention. The engineer moves between a professional domain, a particular client’s domain and the marketplace while each transaction retains its own client context.

Business Operations Management connects this work to two coordinated screens: the Pangea environment in which the specialist acts, and the financial information through which the specialist evaluates the results. Together they direct attention to the properties, obligations and decisions that most need the specialist’s expertise.

Marketplace Interface — Preamble

Synallagi’s Marketplace Interface is a shared commercial environment in which oil & gas producers, the service industry, our user community, service providers and other participants meet, examine opportunities, negotiate terms and organize the work necessary to complete transactions. Pangea connects those relationships to Synallagi’s ERP capabilities, governance and Autonomous Asynchronous Transaction Orchestration (AATO).

An additional purpose is to restore opportunities for serendipity and spontaneous order in commercial life. People, Ideas & Objects views the erosion of these opportunities as a significant loss for the development of industries across Western society. Businesses now work with people and organizations across great distances, yet the individual whose knowledge or capabilities could resolve a problem may be 2,000 miles away and entirely unknown to the person who needs them.

Telephone calls, email, social media and the internet support communication across that distance, both synchronously and asynchronously. Making contact possible, however, does not by itself create the circumstances in which people discover whom they should contact. Our ambition is to recover some of the informal encounters and decentralized coordination we associate with the commercial and industrial communities of the late nineteenth and early twentieth centuries, within a contemporary marketplace that can operate globally.

Pangea is intended to provide a place where people can browse, shop, meet and begin conversations without having every encounter arranged in advance. A participant might discover an unfamiliar supplier, hear an observation that changes an engineering decision, or meet someone whose capabilities make a previously impractical undertaking possible. These unexpected encounters can become the starting point for new relationships, transactions and innovations.

Serendipity concerns the useful discoveries that arise from such encounters. Spontaneous order develops as participants use their own knowledge and judgment to form relationships, coordinate activities and respond to opportunities. Pangea should provide conditions in which both can occur, connecting personal interaction with the practical means to act on what participants discover.

The spatial intelligence associated with Fei-Fei Li’s World Labs provides one inspiration for this interface. Participants could visit a supplier’s virtual premises, examine a representation of equipment, consider an installation at a property and discuss what is required to proceed. An engineer, supplier representative, field agent and financing representative could share the same commercial discussion. Each would contribute the knowledge and authority relevant to their responsibilities.

Selecting an item and choosing Purchase against AFE begins a governed commercial process. The resulting agreement identifies the actual product or service, the parties, authorized expenditure and performance obligations. For the substantial purchases addressed in this draft, a Purchase Order and its associated documents capture the agreed terms.

These transactions can extend over weeks or months. Inspection, assembly deadlines, transport, delivery, installation, acceptance, progress payments, holdbacks and warranties may all be involved. The parties must understand who will perform each activity, what must precede it, what demonstrates completion and who may accept the result. Designing Transactions supplies the connection between these commercial arrangements and their business and accounting execution.

Physical work remains part of the transaction. A field agent may join the virtual discussion, agree to inspect equipment during assembly, reserve time and later provide evidence from the supplier’s premises or the receiving property. The agreed process determines when that evidence permits shipment, acceptance or payment.

A bank may finance the supplier’s production requirements or provide an agreed form of payment support. Pangea records the institution’s actual undertaking and its conditions. Financing, guarantees, purchaser payment obligations and evidence of performance remain distinguishable.

Autonomous Asynchronous Transaction Orchestration coordinates authorized activities across organizations and over time. Independent work can continue while another activity awaits an inspection, signature or financing decision. Dependent work waits for its specified conditions. Changes preserve the history of what the parties agreed.

The environment must make the connection between representation and fact understandable. Participants can inspect product records, source documents and evidence behind an object. Artificial Intelligence can assist with discovery, comparison, preparation and coordination. Synallagi’s responsible functions govern commitments, approvals and accounting.

The foundations for this environment extend across the broader Synallagi. The supporting Accounting Voucher and Partnership Accounting discussions address transaction design, accounting and the coordination of complex activity. The Financial Marketplace discussion already envisages participants browsing a virtual commercial environment, meeting financial representatives and using the ERP capabilities available there. These references inform Pangea while the specialized functions remain within their respective modules.

The scope of the work ahead must also be understood. This specification and its accompanying handover remain a high-level outline. The detail presented identifies important relationships, contingencies and responsibilities, but a system capable of supporting even one oil & gas producer or one Joint Operating Committee requires substantially more definition. The document establishes a direction for development and a basis for discussion with our user community.

Our user community must supply the depth needed to make that direction operational. The people who understand the work must develop and validate the detailed processes, information requirements, transaction designs, accounting treatment, exceptions and service-provider responsibilities. Their knowledge must be carried into the software and tested against the actual circumstances in which producers, Joint Operating Committees and their commercial partners operate.

Providing these capabilities across an industry presents a much larger undertaking. Pangea’s ambition is to reconnect discovery, human relationships and commercial execution with the profitable operation of oil & gas properties. Some may regard that scope as too ambitious. Our view is that it may not yet be ambitious enough for the organizational and commercial challenges the industry faces. The scale of that ambition makes the detailed contribution of our user community essential.

This preamble develops the accepted Marketplace Interface (Pangea) preamble within Synallagi’s Business Operations Management structure. S02

Supporting wiki references: Accounting Voucher — first passage; Accounting Voucher — second passage; Partnership Accounting; Financial Marketplace.

People, Ideas & Objects: The Economics of Synallagi

People, Ideas & Objects is the name I chose immediately after reading Ronald Bailey’s December 2001 Reason interview, “Post-Scarcity Prophet,” with Paul Romer, then a professor at Stanford University. His explanation of the relationship between people, ideas and physical things provided the foundation for the name and the economic thinking behind our work. reason.com

Romer expressed the central distinction plainly: “Ideas can be used by many people at the same time.”

A barrel of oil can be consumed only once. An idea about how to develop a reservoir, organize a transaction or design software can be applied repeatedly. Its use by one person need not diminish its availability to anyone else. Developing that idea may require substantial investment. Applying it elsewhere need not repeat the original development expenditure. paulromer.net

Adam Smith’s specialization and division of labor, articulated in The Wealth of Nations in 1776, and remain foundational to our understanding of productivity. Organizing people so they can develop expertise and coordinate their contributions creates capabilities beyond those available to individuals working independently. The scope for extending these principles across the oil & gas industry remains considerable and unending.

Romer’s October 1990 paper, “Endogenous Technological Change,” explained how deliberate investment in new ideas can sustain economic growth. Knowledge is a productive input with different properties from the physical resources used to apply it. His framework connected incentives to create ideas with the economic benefits of their repeated use. In 2018, he received the Nobel Memorial Prize in Economic Sciences for integrating technological innovation into the analysis of long-term growth. doi.org

For People, Ideas & Objects, the opportunity lies in bringing these principles together. Specialization develops deeper capabilities. Reusable ideas extend the reach of those capabilities. Appropriate organization makes both commercially productive.

Cloud Computing provides a practical illustration. A producer can obtain computing services from a specialist whose infrastructure serves many customers. Capacity can be allocated as required, while the development of common software and operating methods supports a much broader market. Resource pooling and access on demand are defining features of the model. CSRC

The distinction between the resources matters. Servers, electricity, processing capacity and people’s time remain scarce and carry costs. The non-rival elements include the software, designs and codified methods that can be reused across customers. Cloud Computing combines this reuse with specialization and more effective utilization of physical infrastructure. paulromer.net

For a producer, this creates a demanding commercial test for internal IT expenditure. What advantage justifies independently building and maintaining capabilities available from specialist providers? Ownership brings responsibility for staffing, security, upgrades, resilience and continuing investment. Each of those obligations belongs in the comparison.

People, Ideas & Objects extends this economic logic into the administration and accounting of the oil & gas industry. Through Synallagi, our user community and its independent service provider organizations, we propose to share the development and maintenance costs of common capabilities across participating producers.

An accounting process, transaction design or software improvement should be developed so that its benefits can extend throughout the participating industry. Specialists can deepen their expertise in particular functions and apply it across many properties. An innovation developed through one engagement can become a reusable capability wherever it is applicable.

This is what we mean by the Sharing of Non-Rival Costs Organizational Construct. The reusable capability is shared; the work required to apply it remains measurable. Actual time, resources and services are charged to the Joint Operating Committee receiving them. That provides a basis for identifying the economics of each property and holding those delivering services accountable for their contribution.

The resulting savings can strengthen margins, fund innovation, rebuild service capacity and support investor returns. Their value becomes greater when the same organizational changes also improve the quality and timeliness of decisions.

Artificial Intelligence works a double shift in this model.

First, it allows the costs of developing sophisticated models and supporting services to be recovered across a large population of users. Each producer gains access to capabilities that would be prohibitively expensive to recreate independently. Training a model and using it are different activities with different costs; each customer need not repeat the original research and training effort.

Second, AI can increase what people accomplish with their expertise. Engineers can investigate more alternatives. Geologists can examine more interpretations. Accountants can direct more attention to exceptions and commercial consequences. Service providers can turn recurring problems into improved processes and software. The opportunity is to shorten the interval between identifying a problem, developing a response, testing it and applying what has been learned.

Synallagi is designed to connect these activities to the transactions and economics of the property. Autonomous Asynchronous Transaction Orchestration provides a means to coordinate work among people, service providers and AI agents, with defined authority, recorded decisions and accountability. The commercial objective is better decisions and more profitable operations.

This is the context in which I assess concern about AI capital expenditure. The scale of a vendor’s spending, considered alone, tells us little about its economic justification. The relevant comparison includes the number of users it can serve, the capabilities it makes available and the value those users can create.

Viewed against that potential, investments that initially appear excessive may represent disciplined commitments to a much larger productive opportunity. My view is that the economic value made possible by this infrastructure could substantially exceed what conventional comparisons suggest.

Each vendor must still earn a return. Utilization, pricing, operating costs, financing and the pace of technological change will determine the outcome of particular investments. New Growth Theory explains the opportunity; commercial performance establishes whether a business has captured it.

The same discipline should govern proposals to bring AI infrastructure back inside the producer firm. An open source licence does not eliminate the costs of hardware, integration, security, maintenance or accountable operation. Specific requirements for confidentiality, latency or customization may support an internal deployment. Those requirements should be demonstrated through a complete business case.

The relevant question is what arrangement delivers the required capability at the best total economic result. Preserving an internal department’s mandate provides no evidence of that result. Every proposal to rebuild capabilities already available through specialist providers should face rigorous scrutiny.

The incentives to develop those capabilities matter as well. Romer’s framework recognizes that an idea can be non-rival while access to it remains controlled. Sharing the use of an innovation is compatible with compensating those who create and maintain it. Synallagi’s Intellectual Property Organizational Construct belongs alongside specialization, innovation and the sharing of non-rival costs for this reason. paulromer.net

These principles bring us back to the organization of the producer. AI’s commercial value depends on how people are authorized to use it, how their work is coordinated and how results are measured. A producer that introduces advanced tools while retaining ineffective decision processes can preserve the very constraints those tools were intended to address.

Everything undertaken in Synallagi is focused on providing the most profitable means of oil & gas operations. At the property level, that requires knowing the full economics and acting on them. Unprofitable production is shut in, and the property enters an inventory of innovative projects whose purpose is to restore profitable production. AI, specialized service providers and shared capabilities expand the means available to accomplish that objective.

I believe the combination of specialization, reusable knowledge and Artificial Intelligence can materially raise the economy’s growth trajectory. Realizing that possibility requires organizations capable of converting better ideas into better commercial outcomes.

Consider what this means for the people working in U.S. oil & gas: deeper specialization, access to more capable tools, less duplicated effort and greater scope to apply their judgment to productive problems. Consider what it means for an industry whose future depends on profitability and the capacity to reinvest.

People, Ideas & Objects was named for this opportunity almost twenty years ago. Synallagi is being developed to make it practical. The industry’s established methods should now be required to demonstrate how they can deliver a better result.

Synallagi' Strategic Switch

 Banks, Tokenization and the Value of Petroleum Reserves

The financial infrastructure for tokenized assets is becoming operational. The opportunity for oil & gas is substantial, provided the industry can establish the commercial discipline, financial accountability and operating information necessary to support it. This is where Synallagi's design becomes directly relevant to producers, investors and the banks financing their assets.

Tomorrow's U.S. midterm elections will help shape the prospects for advancing the Digital Asset Market Clarity Act, commonly known as the CLARITY Act, during the remaining session of Congress. The Senate's September 15 vote failed to advance the legislation. Its future remains unresolved, but developments in institutional finance are already demonstrating that parts of the digital asset infrastructure can proceed under existing authority. The Senate's voting record is available here.

The treatment of stablecoin interest and rewards has been a significant source of disagreement. Banking organizations argue that arrangements resembling deposit interest could draw funds away from banks and impair their lending capacity. Their objections concern the competitive implications for their funding model. However, the legislative dispute also involves other matters, including ethics provisions and the treatment of software developers. We cannot attribute the entire delay to one issue or assume that resolving it would guarantee passage. The banking industry's position and the Senate sponsors' description of their revised text establish that broader context.

Several distinct products are involved. Payment stablecoins are designed to maintain a stable redemption value and serve as instruments of payment and settlement. Tokenized securities represent legally defined investment interests in digital form. A token associated with an oil & gas property would need to specify the ownership, income or security interest it represents and the obligations attached to that interest. Its holder would remain exposed to the economic risks of the underlying investment.

The GENIUS Act, enacted on July 18, 2025, established a federal framework for payment stablecoins. It requires permitted issuers to maintain qualifying reserves, including cash, deposits and short-term Treasury instruments, and prohibits those issuers from paying interest or yield solely for holding, using or retaining their payment stablecoins. The broader debate concerns the treatment of rewards and arrangements involving other parties. The Act's general effective-date provision is the earlier of January 18, 2027, or 120 days after qualifying final implementing regulations. The OCC's final rule, published October 23, takes effect January 18, 2027. Statutory requirements, the effective-date provision and the OCC's final rule provide the relevant distinctions.

These disagreements coexist with substantial institutional investment in tokenization. Banks can oppose a particular stablecoin rewards model while supporting digital custody, securities settlement and more efficient collateral management. For Synallagi, that distinction matters.

On October 28, The Depository Trust Company, a subsidiary of the Depository Trust & Clearing Corporation, launched the DTCC Tokenization Service. It creates digital representations of eligible securities held at DTC while preserving the rights and economic entitlements attached to the underlying securities. Its authorized scope includes Russell 1000 constituents, qualifying exchange-traded funds and U.S. Treasury securities.

DTC reports more than $114 trillion in assets under custody. That figure describes the scale of its existing custody business; it is not the amount tokenized at launch. Twenty participants had signed agreements to access the service, including J.P. Morgan, Bank of America, Citi, Morgan Stanley and State Street. More than 150 firms contributed through the industry working group.

The service is intended to improve collateral mobility, liquidity and connections between traditional and digital markets. Its commercial benefits will depend on adoption and performance at scale. Nevertheless, an operational service represents a material advance beyond a proposed technology. DTCC's launch announcement sets out the scope and participants.

The institutional foundation is significant. A blockchain entry represents rights established through recognized legal and securities arrangements. The credibility of the investment continues to depend on those arrangements, the underlying asset and the institutions administering it.

Synallagi has incorporated stablecoins and asset tokenization into its design. We intend to deploy these capabilities throughout Synallagi by way of the Financial Marketplace module and the services delivered by our user community and their service provider organizations. Stablecoin settlement, digital investment interests and transactions involving oil & gas assets each have a role within that architecture.

The potential extends well beyond moving money more quickly. It includes improving how capital reaches an asset, how ownership interests are administered, how obligations are settled and how investors and lenders assess the property throughout their involvement.

A producing oil & gas property presents considerably greater complexity than issuing a digital representation of an existing security. Its commercial record must address ownership interests, title, operating agreements, production, Petroleum Reserves, liabilities, contractual commitments and financial performance. That record changes as the property is developed and operated.

The Joint Operating Committee provides the organizational foundation around which Synallagi assembles this information. Its contribution is the continuing operational and economic accountability of the underlying property. Any digital investment interest would connect to an asset whose condition, obligations and performance can be examined through a maintained record.

The responsibilities are complementary. Synallagi establishes and maintains the operating and financial information. The appropriate legal and financial institutions establish and administer enforceable ownership and security interests. Digital market and settlement infrastructure facilitates authorized transactions involving those interests.

DTCC's approach illustrates the importance of connecting digital representations to established institutional authority. It does not establish eligibility for oil & gas working interests or resolve the particular requirements of those assets. Those requirements remain part of the work ahead.

As the scope of Synallagi becomes more visible, so does the volume of detail required to deliver it. We are still outlining much of that detail. Our user community will define how the work is performed, who performs it, what authority is required, what evidence is retained and how exceptions are resolved.

The alternative is to continue asking individual producers to undertake overlapping software developments, repeatedly addressing many of the same industry requirements. People, Ideas & Objects proposes a shared development effort supported by three distinct competitive advantages: our research, our Intellectual Property and our user community.

User participation is central to this model. The people who understand oil & gas administration and accounting must define the requirements, test the results and remain accountable for the quality of the services built from them. Their knowledge cannot be replaced by assumptions made at a distance from the work.

We are already using Artificial Intelligence at the highest level our budget supports and intend to continue doing so throughout development. The benefits can be directed toward greater speed, higher throughput or deeper analysis and improved quality. Our developers and user community members will need to exercise judgment about where those benefits create the greatest value.

For a system that will administer ownership, money, obligations and producer profitability, quality will remain a governing requirement.

Our immediate constraint is participation and the financial support necessary to enable it. Participation depends on whether the industry chooses to support this initiative. At the present pace, the twenty-fifth century may arrive before our initial commercial release. The exaggeration makes a practical point: a development schedule requires committed people and resources.

Each prospective participant therefore faces a commercial assessment. What operating model will the industry need in the years ahead, and who will undertake the work required to establish it? Continuing with arrangements that already fail to deliver the required results is itself a decision about the future.

We have recently shifted our emphasis toward the banks financing U.S. oil & gas producers. Investors remain essential to the broader opportunity. However, banks have an immediate interest in the continuing economic condition of the properties supporting their loans.

My concern is that some producer officers and directors treat financial restructuring as an acceptable substitute for reforming the operating model. Existing equity can be impaired or eliminated without correcting the commercial practices that contributed to the problem. A change in capital structure does not, by itself, establish property-level profitability and accountability.

Banks generally hold lending claims and security interests rather than owning the Petroleum Reserves outright. Their exposure can also change through repayment, refinancing, sales, restructuring or enforcement. Nevertheless, while a loan remains outstanding, the economic performance and recoverable value of its collateral remain central concerns.

That gives banks a reason to evaluate a more proactive approach. If management's position amounts to “we are here for the long term; live with it,” the lender still has to assess what that position means for the assets supporting its credit.

Synallagi offers an architecture through which banks could obtain more useful information about those assets and support a more disciplined approach to their administration. The objective is to preserve and improve the economic value available to the parties financing and owning the property.

Our price maker strategy begins with the producer's authority over its own production. Commercial discipline begins with knowing the economics of each property and acting on that information. Unprofitable production is shut in, and the property enters an inventory of innovative projects intended to return it to profitable production.

Improved commodity price realization can increase the economic value of Petroleum Reserves. It can also support the commercial development of additional volumes where technical, contractual and other conditions permit. The significance for lenders is the possibility of stronger underlying collateral supported by better operating decisions and more reliable information.

This is the opportunity we are asking banks to consider. Whether shifting our emphasis toward them proves strategically successful will depend on their response. For now, we are satisfied to call it a shift.

Their participation in DTCC's service shows that major financial institutions are already preparing for tokenized securities. Their objections to particular stablecoin rewards arrangements do not negate that participation. The infrastructure and the dispute address different commercial interests.

Synallagi's contribution is the ability to support those emerging markets with reliable information about producing oil & gas assets. We have repeatedly described that requirement as financial reporting at the property or Joint Operating Committee level, based on actual, factual, standard and objective accounting information.

That information becomes particularly consequential when an investment interest is expected to circulate beyond the parties directly involved in operating the property. A prospective buyer or lender needs to understand both the rights represented and the economic condition of the asset supporting them.

This brings us to the distinction between reserves value and operating performance.

The Petroleum Reserves provide the underlying resource basis for the investment. Independent engineering evaluation establishes the estimated recoverable quantities, classifications, production assumptions and associated economic assessment. A monthly income statement cannot substitute for that work.

Multiplying reserve volumes by assumed commodity prices indicates gross revenue potential under those assumptions. An investment valuation must also consider the interest being acquired, production timing, development and operating costs, royalties, taxes, retirement obligations, uncertainty and the time value of money. A token's market price will additionally reflect its particular rights, restrictions and liquidity. U.S. producer disclosures illustrate the role of these assumptions in reserves-related valuations.

ANTERO RESOURCES CORPORATION_December 31, 2025

The distinction we need to preserve is therefore between an independently evaluated resource and its demonstrated commercial performance. They are different measures, and each informs the investor's assessment.

Monthly financial statements establish how the property is performing: the revenues it realizes, the actual costs it incurs, the obligations it carries and the cash it generates or requires. Over time, those results also test the assumptions supporting the reserves evaluation.

A property that calls upon its owners for cash every month to sustain recurring operating losses presents a different investment proposition from one funding its ongoing operations and obligations from production. Planned capital expenditure may properly require additional funding; persistent operating losses demand a different response. The quality and purpose of each cash call must be visible.

Synallagi is designed to provide that visibility and the commercial discipline to act upon it. Profitable production must support an appropriate balance among capital investment, debt retirement, future obligations and distributions to owners. Dividend capacity must be established through the property's economics and cash requirements.

Our purpose remains clear: Synallagi makes oil & gas profitable, everywhere and always. That purpose requires us to identify unprofitable production, stop the continuing losses and organize the work necessary to restore profitability.

We have published the architecture and established the framework through which our user community can undertake that work. Delivering it now requires participation, development and financial commitment.

Banks are building the infrastructure through which digital investment interests can move. Synallagi is designed to establish the operating discipline and accountability through which oil & gas assets can become credible participants in those markets. The opportunity is to connect the two. That is the substance of the Synallagi Strategic Switch.

Oracle AI World 2026 Conference

 Oracle’s AI World 2026 Conference this year felt more like a continuation of the developments of recent years than a departure from them. The announcements nevertheless have implications for Synallagi, particularly in software development, access to business information and the implementation of new ERP systems.

Oracle Fusion Applications remains the proposed ERP foundation for Synallagi. Two developments across Oracle’s application and development environments deserve particular attention.

First, Oracle is bringing AI closer to its database and application infrastructure. Its development tools can help generate SQL against defined database schemas, allowing developers to work with structured information and established data relationships. Oracle’s position as both a database and application provider offers advantages in integrating these capabilities. The value, however, depends on the accuracy of the underlying data, the business definitions applied to it and the controls governing its use.

Second, Oracle has announced deeper integration with ChatGPT. Users would be able to ask questions such as, “What was our total overhead for this property during the last quarter?” and receive a conversational response. Oracle’s announcements extend beyond querying to the coordination of authorized transactions, workflows and approvals. These capabilities could make enterprise applications substantially easier to use.

For Synallagi, the question is how these technologies support the business architecture we are developing. Retrieving information, generating code and automating a workflow all have value. Their effectiveness ultimately depends on whether the underlying business model establishes the right responsibilities, transactions, decisions and measures of performance.

That work remains the responsibility of People, Ideas & Objects and our user community.

Our development approach is therefore unchanged. We will not use Oracle APEX, Palantir or Databricks for developing Synallagi. These are different platforms with different capabilities, and our decision rests on the requirements of our own architecture. We require explicit control over how Synallagi’s business models, Organizational Constructs, frameworks and processes are expressed in software.

Our user community will work with the business community to define those requirements. Developers will capture the resulting precision in Java and database SQL, with the appropriate integration into Oracle’s applications and infrastructure. The business requirements will determine what is built and how it must behave.

Oracle provides an extensive technology foundation. People, Ideas & Objects must supply the industry-specific organizational and commercial design. A technology platform cannot make those decisions on our behalf.

The scope of Synallagi can be addressed through this development discipline. Scale remains the overriding execution risk: the volume of work, the relationships between components, the coordination of contributors and the quality required throughout the system.

Our commitment to this approach fully accommodates AI-assisted development. I am already using AI extensively to prepare Synallagi handover to our user community.

The architectural output currently includes work on the Security and Access Control module, the Business Operation Management modules - Joint Operating Committee Capabilities Deployment submodule. Our user-community member or developer can review these materials, identify the processes and information that require further definition, and continue developing them within the established architecture.

The handover is organized around the business models, Organizational Constructs, frameworks and modules. It gives contributors a structured starting point from which to expand the requirements, resolve dependencies and develop the processes in greater detail.

People, Ideas & Objects will support the use of AI by individual developers and user-community members as a personal productivity tool. Our primary objective is to improve the quality of their work: more complete requirements, clearer reasoning, better identification of exceptions and more rigorous implementation. Faster development is an additional benefit.

This distinction matters when considering the delivery timetable. Conversational access to Fusion Applications and AI assistance in software development serve different purposes. Asking an application to explain an overhead balance is different from using AI to develop the rules, code and controls that produce that balance. Both may improve productivity, but their contributions must be evaluated separately.

Our experience preparing the handover is already informing my expectations for development. Higher quality standards can increase the work required, while AI can accelerate the analysis and execution of that work. Taking both effects into account, my present working estimate is that we may complete the required development in approximately two-thirds of the time we would otherwise have expected.

That represents a potential reduction of roughly one-third. It is an assessment based on our current experience, rather than a committed release schedule. Funding, staffing, coordination and the completion of dependent work will continue to determine what can be delivered and when.

I also see substantial potential for AI to accelerate implementation.

Implementing a new ERP system involves painstaking investigation. Existing information must be located, interpreted and reconciled before it can be converted into the structures required by the new system. A single legacy record may need to be separated into several records or relationships. Fields that appear similar may have different business meanings, while information required by the new model may be distributed across several existing systems.

Much of this work involves search, inference and reasoning. These are areas in which AI could remove considerable repetition and help specialists concentrate on the decisions and exceptions that require their judgment.

Because many producers use the same underlying applications, we should be able to develop reusable conversion templates for common source systems. Those templates could capture established mappings, transformation rules and reconciliation procedures. Each implementation would still need to account for the producer’s configuration, data quality and operating arrangements, but the knowledge gained from one conversion could improve subsequent conversions. 

Synallagi, our user community and service provider organizations stand to benefit from these improvements. We will adopt reductions in development and implementation time wherever they are consistent with our quality requirements.

The economic importance of that time is substantial. Our published analysis identifies trillions of dollars in estimated foregone natural gas revenue against the pricing benchmarks we have examined. We attribute a substantial part of that gap to failures of commercial discipline and accountability. Every reduction in the time required to make an alternative operating model available therefore deserves serious attention.

What I have Not Heard

We are once again moving through a technology-driven hype cycle in which whatever dazzles the imagination is briefly expected to solve every problem. As with past cycles, the distinction between short-lived novelty and lasting value quickly becomes clear. Artificial intelligence is already generating substantial value, particularly through classification and related capabilities. At the same time, AI agents are beginning to erode traditional organizational structures.

This is where the conversation must shift. The “what” of AI is increasingly well defined; the more consequential question is "how" organizations arrange themselves to capture its benefits. Allowing the status quo to continue unchanged risks consequences that are still difficult to fully anticipate.

I cannot substantiate the suggestion I recall hearing that AI would eventually perform implementations with very little human intervention. Nevertheless, I consider extensive automation a credible direction. Human responsibility for approving mappings, resolving exceptions and accepting the converted records would remain essential.

Funding of Synallagi’s Development

This brings us to the institutions that could finance our development.

Institutional investors hold substantial positions in many U.S. producers. Those holdings provide influence, but their ability to exit large positions during financial stress may be constrained by market demand and the effect of selling on the share price.

Higher commodity prices alone do not guarantee financial resilience. Debt service, operating costs, capital requirements and weak commercial decisions can continue to undermine liquidity. Where those pressures lead to bankruptcy, the producer may survive while its existing shareholders lose their investment. Chesapeake’s reorganization demonstrated that outcome: the old common and preferred shares were canceled without recovery.

Investors therefore need to consider the consequences of leaving the operating model unchanged. Continued ownership is itself a decision about capital exposure, management accountability and the adequacy of the systems through which performance is measured.

Our funding strategy is now shifting toward the U.S. banks that finance producers and their working interests. As bankruptcy begins to cloud the investors strategies, conversely banks come into focus.

These institutions have a direct interest in the cash flows, obligations and property values supporting their loans. Their position gives them a reason to examine how those properties are administered, how financial information is produced and whether the operating arrangements protect the assets’ long-term commercial value.

In last year’s paper, Oil & Gas Arbitrage: The Market Finds a Way, I discussed the potential benefits of holding reserves through a period of improving commodity economics.

Higher prices can increase the expected net cash flows from existing economic reserves. They can also make previously uneconomic resources commercially recoverable, subject to development costs, technical conditions and the applicable reserve-classification requirements. The potential benefit therefore includes both improved value from existing economic production and an expansion of the economically recoverable resource base. Higher prices do not create additional hydrocarbons underground; they can change what it is commercially feasible to recover.

Synallagi’s proposed role is to provide the administrative and accounting framework through which those economics become more visible and accountable. That framework could also support subsequent asset-backed digital financing by establishing reliable records of ownership, production, costs, obligations and cash flows.

Each lender would retain its relationship with its borrower. People, Ideas & Objects would remain independently owned, providing infrastructure capable of serving the participating working-interest owners and their Joint Operating Committee.

We intend to develop this approach in a Consider This… paper in November 2026. It will examine three connected commitments.

Define the credit requirements. Establish the property-level accounting, cash reconciliation, ownership records, obligations and reporting that lenders require. Explain how Synallagi’s Joint Operating Committee framework would satisfy those requirements and support the information needed for potential future asset-backed crypto arrangements.

Fund Synallagi’s development now. Negotiate a separate, binding development and licensing agreement with an initial payment and defined, funded deliverables. A producer could pay from financing proceeds expressly approved for that purpose, or a separately authorized sponsor could fund the work. The amount committed would determine the development capacity activated and the work brought forward.

Require implementation when ready. Negotiate migration commitments for identified properties, subject to objective acceptance tests, necessary operating-party consents and an agreed timetable. The agreements would address vendor delays, implementation responsibilities and opportunities to cure noncompliance.

ERP-related obligations already appear in U.S. credit agreements. The opportunity is to determine whether a lender would support a specific, funded Synallagi transition through negotiated financing terms.

The covenant creates a contractual obligation; the development agreement creates cash coming through our door. Both are needed. A promise to consider Synallagi after commercial release would leave the development funding unresolved.

Our immediate objective is to turn a lender’s interest in accountable property administration into a paid development commitment. Each funded tranche would enable work that otherwise remains pending and bring us closer to commercial release.

Through Synallagi, banks will gain a complete solution for the administrative and accounting requirements of oil and gas assets as the industry continues to evolve. As stablecoins and asset-backed, securitized digital oil and gas instruments emerge—representing various interests in Joint Operating Committees—banks will be able to more effectively leverage their holdings. They will capture the upside from rising commodity prices and from expanded recoverable volumes, while Synallagi provides the underlying administrative and accounting infrastructure.

By failing to prepare for this shift, industry participants risk ceding control. Illiquid producers, having done little to position themselves, have already placed their interests largely in the hands of others. As a result, banks not only hold the reserves but increasingly exercise effective control over them through their inaction. Banks therefore need Synallagi to properly administer and account for their oil and gas reserves—action is both necessary and increasingly inevitable.

Synallagi’s Price Maker Strategy and the Consumer

We’re reviewing Synallagi’s price maker strategy: how it works, how it is constructed, and the changes it requires in the organization of oil & gas production. From there, we’ll consider what this means for consumers and their need for affordable, abundant, and secure energy.

The starting point is a distinction between the characteristics of a commodity market and the pricing power of an individual business. A price maker, in the conventional economic sense, has sufficient market power or product differentiation to influence the price it charges. An individual oil & gas producer generally faces prices established in competitive markets. Limited substitutes for petroleum do not, by themselves, give that producer control over prices.[1]

Nevertheless, oil & gas have characteristics that make production decisions consequential. Substitution is often difficult, particularly over short periods. Hydroelectricity does not lubricate an engine, and wind power cannot directly replace petroleum feedstocks in chemical manufacturing. Alternatives exist for some applications, but adopting them can require different equipment, infrastructure, and substantial investment.

When supply and demand respond slowly, relatively small changes in their balance can produce substantial price movements. A 2% reduction in available oil supply could have a significant effect, although the outcome would depend on inventories, spare capacity, demand, and market expectations. Price sensitivity is a characteristic of the market; it is not proof that every participant can set its price.[2]

Synallagi’s price maker strategy begins with the producer’s authority over its own production. The producer assesses whether a well can operate profitably and makes an independent decision to produce, shut in, or undertake remediation. Its commercial discipline begins with knowing the economics of its assets and acting on that information.

The negative natural gas prices experienced at Waha in the Permian during 2026 illustrate the consequences of supply exceeding available takeaway capacity. Production can continue because the economics of associated oil production support it, even when producers must pay to move their gas.[3] A negative gas price alone does not establish that the combined well is unprofitable. It does, however, expose the weakness of treating every additional unit of production as a desirable outcome.

The high-throughput production model reinforces that behaviour. Substantial fixed overhead creates pressure to maintain volumes and generate the cash necessary to keep the organization operating. Production becomes the means of supporting the cost structure, even where the financial return is inadequate. Changing that behaviour requires changing the cost structure itself.

Synallagi approaches accounting and administrative costs through shared capabilities, specialization, and a different organization of work. Our objective is to enable dynamic, innovative, accountable, and profitable producers by reducing the overhead that makes continued production appear unavoidable.

Our previous discussion considered the economics of cloud computing. Synallagi extends that principle to accounting and administration. We propose developing common capabilities once, maintaining and improving them through our user community and their service provider organizations, and distributing their costs across participating producers. Each producer gains access to capabilities that would be expensive to develop and maintain independently.

The scale of that undertaking warrants scrutiny. People, Ideas & Objects cannot accomplish it alone. Our user community requires sustained contributions from across the North American oil & gas ecosystem: engineers, geologists, accountants, administrators, contractors, service industry firms, technology providers, and producers. That involvement must continue throughout development and operation.

The familiar principle of “garbage in, garbage out” remains relevant. Reliable software requires reliable data, well-defined processes, and people who accept responsibility for both. The quality of the outcome will reflect the quality of that participation.

Producers considering alternatives must assess the full cost of achieving comparable capabilities. An independent development program would require software, specialized knowledge, implementation resources, ongoing maintenance, and the organizational changes necessary to use it effectively. It would also need to respect People, Ideas & Objects’ Intellectual Property. Existing ERP products offer other paths, but acquiring software alone does not establish the operating model described throughout our work.

Our user community and their service provider organizations are therefore designed around a variable service-cost model tied to profitable production. When a well becomes unprofitable, the producer should be able to shut it in without continuing to carry the same accounting and administrative burden. The well can then enter the inventory of innovative projects for assessment and remediation, supporting the 19 benefits identified in Appendix VIII of our Master Appendix.

We describe the intended outcome as a null operation: no production profit and no continuing production loss while the well is shut in. Achieving that outcome requires the relevant costs to stop with production. Any remaining lease, monitoring, contractual, financing, or other obligations must remain visible and funded. The model’s effectiveness must be demonstrated through the actual cost arrangements; shutting in a well does not automatically eliminate every obligation associated with it.

Synallagi is designed to provide actual, factual, standardized, and objective financial statements for every Joint Operating Committee, supported by sufficient well-level detail to identify the sources of profitability and loss. If a ten-well property reports disappointing results, management should be able to determine whether one well is responsible and whether shutting it in would improve the property’s economics. Where operationally feasible, the other nine wells can continue producing profitably while the unprofitable well is remediated.

That analysis must distinguish costs that disappear when production stops from costs that remain. Allocating overhead differently is not the same as eliminating it. The purpose is to improve actual economic performance.

Some officers and directors regard production discipline of this kind as collusion. The distinction requires precision. A producer independently evaluating its own economics is different from competitors agreeing on prices or restricting output. Accurate financial information does not, however, provide a blanket exemption from competition law. The FTC explicitly distinguishes independent market responses from agreements among competitors to fix prices or limit production.[4]

Synallagi must preserve that independence in its governance, information access, and decision processes. Shared software and accounting standards must not become a means of coordinating competitors’ prices or production. Each producer’s decisions must reflect its own circumstances, obligations, and economic assessment.

The commercial principle remains straightforward: production should earn a return sufficient to sustain the business over time. When it fails that test, management must identify the cause and determine whether to remediate, suspend, or discontinue the activity. The ability to generate cash today does not establish that the activity is economically sustainable.

Our natural gas analysis applies a roughly 6:1 energy-equivalence benchmark between natural gas and oil. In conventional industry usage, approximately six thousand cubic feet of natural gas represent the energy equivalent of one barrel of oil. That is a comparison of energy content; it does not establish that the two commodities must trade at equivalent prices.

Against that benchmark, People, Ideas & Objects calculates a cumulative natural gas revenue shortfall of $5.4 trillion for the twenty-first century. This is our measure of the gap between realized revenues and the revenues implied by the benchmark. The calculation depends on that methodology and should be distinguished from an independently established accounting loss. Disagreement with the benchmark does not resolve the underlying issue: producers still need to demonstrate that their actual revenues support profitable operations.

The consumer’s position deserves equal attention. Nobody welcomes higher energy bills. If production withdrawals increase commodity prices, consumers may face higher costs. Our argument must therefore address both immediate affordability and the industry’s capacity to provide reliable energy over time.

Two parts of the consumer’s energy expenditure need to be distinguished:

The costs incurred after the producer’s point of sale. Depending on the product and supply chain, these include transportation, processing, refining, distribution, retail margins, taxes, and other charges. They contribute to the final consumer price and are generally outside an upstream producer’s direct control.

The economics of producing the commodity. Producers are responsible for managing the costs and commercial decisions within their operations. Revenues must support operating obligations, capital recovery, future investment, and a return to shareholders. Sustainable investment also supports the service industry on which future production depends.

The point of sale is an accounting boundary, not a separation from the consumer’s interests. Upstream prices affect downstream costs. Equally, a low commodity price today offers limited reassurance if the economics behind it weaken the capacity to supply energy tomorrow.

For decades, cost control has been a dominant industry response to financial pressure. Too often, in our assessment, this has meant transferring that pressure to the service industry through lower prices, reduced activity, and payment practices that undermine suppliers’ financial capacity. Producers depend on those same businesses for the equipment, expertise, and innovation required to sustain operations. Repeatedly weakening them compromises the productive capacity the industry will need.

Synallagi seeks to address the producer’s underlying economics so that efficiency, investment, and supplier viability can be sustained together. Affordable energy depends in part on an industry capable of renewing its assets, developing its people, and paying for the capabilities it uses.

The expansion of LNG exports provides another reason to examine how value is distributed. Access to liquefaction facilities, shipping, and overseas markets enables businesses to purchase North American gas and sell into markets with different prices. The price spread must cover liquefaction, transportation, regasification, and other costs before it can be treated as a commercial margin.

Even after allowing for those costs, producers should examine whether their contracts and market access give them an appropriate opportunity to participate in the value their production supports. Selling heavily discounted gas does not ensure that the final consumer receives a corresponding saving. Depending on the contract structure, part of the benefit may accrue elsewhere in the supply chain.

We should not assume that every international price differential represents revenue a producer could have captured. Nor should producers assume that the price available through their existing arrangements represents the full range of commercial opportunities. Those opportunities require analysis, investment, and negotiation.

Producers cannot guarantee a market price, but they remain responsible for deciding whether their operations justify continued production and investment. The service industry cannot correct a producer’s commodity-marketing strategy, and shareholders cannot indefinitely supply the capital required to compensate for inadequate returns.

For at least four decades, in our assessment, the industry has too often treated continued production and access to cash as sufficient evidence of commercial success. Synallagi establishes profitability as the operating discipline: identify the economics, act on them, remediate unprofitable assets, and sustain the capabilities that make future production possible. Consumers have a direct interest in an industry that can meet their needs without repeatedly undermining its own financial foundations.

[1] Investopedia: Understanding Price Makers.

[2] International Monetary Fund: An Oil and Gas Model.

[3] Federal Reserve Bank of Dallas: Energy Indicators, August 20, 2026.

[4] Federal Trade Commission: Price Fixing.

Synallagi Makes Oil & Gas Profitable, Everywhere and Always

 Profitability Is the Purpose

Synallagi makes oil & gas profitable, everywhere and always. Everything undertaken in Synallagi is focused on providing the most profitable means of oil & gas operations. We evaluate every technology, organizational structure, service and decision against that purpose. This level of discipline is necessary for the industry to rebuild.

People, Ideas & Objects has long advanced the hypothesis that producers have failed to earn adequate profits over the past four decades when the full costs of their operations are recognized. We see investors’ insistence on capital discipline and distributions over the past decade as evidence supporting that argument. Their willingness to finance another cycle of expansion can no longer be taken for granted.

The message is clear: address profitability and accountability. Producers cannot expect investors to restore their previous financial support while leaving the conditions that exhausted their patience intact. A firm that cannot earn enough to sustain its operations, replace its depleted assets and attract capital will eventually consume its capacity to continue.

Investors receiving distributions today may reasonably prefer that outcome to financing another round of production growth with inadequate returns. Those distributions, however, do not erase the opportunity costs and disappointing results of the years that preceded them. Nor do they establish a durable economic foundation for the producer.

For decades, the industry emphasized cash flow while dismissing the importance of profitability. Officers and directors are now confronting the consequences of that distinction. Cash flow has competing claims upon it: creditors, investors, asset replacement and the continuing needs of the business. It was never an unrestricted pool available for management to pursue its ambitions.

When distributions leave insufficient resources for reinvestment, the underlying question becomes unavoidable: does the enterprise earn enough to satisfy its obligations and sustain its productive capacity?

Those of us who insisted on profitability were often dismissed. Producers dissatisfied with their present circumstances should now consider what sustained profitability would make possible.

A profitable and accountable producer can replenish its financial resources, maintain its capabilities and pursue innovation. It can explore its independent frontier with the capacity to evaluate opportunities and bear the associated risks. That is the economic freedom Synallagi is designed to provide.

Our position is that producers will not resolve their chronic profitability problems while preserving the organizational structures and information systems that obscure them. This is not simply an indictment of existing ERP vendors. Producers have too often treated accounting and enterprise software as expenses to minimize, allocating limited budgets to the very capabilities needed to understand their economics. The consequences extend throughout the business.

A Test for Information Technology

Every technology expenditure should answer a straightforward question: how does this contribute to the most profitable means of oil & gas operations?

Yet enterprise AI discussions frequently begin elsewhere. Which department will own the infrastructure? Who will administer the models? Who will control deployment?

These questions matter operationally, but allowing them to determine the strategy risks preserving yesterday’s organization while purchasing tomorrow’s technology. A corporation can spend heavily on AI and reinforce the administrative structures that make change slow and expensive.

Frontier AI services available through cloud platforms change the responsibilities of internal IT departments. Capabilities that once required substantial infrastructure and specialist staffing can increasingly be obtained as services. This creates an opportunity to redirect expertise toward the producer’s economic needs.

We’ve seen today it has also created an institutional temptation to rebuild dependencies around privately operated AI facilities. Hardware procurement, model deployment, security, maintenance and staffing become reasons to expand departmental budgets and authority.

Boards must distinguish a justified business requirement from an effort to preserve organizational territory. Technical ownership can become an objective that survives long after its economic justification has disappeared.

The Cost of Duplication

Operating an AI facility creates obligations extending well beyond acquiring a model. Capacity must be financed, availability maintained, upgrades managed, performance evaluated and the environment secured. Specialists must be recruited and retained. These obligations continue as the technology changes.

The holy grail of lower inference price does not establish a lower total cost. Access to model weights does not, by itself, establish a competitive advantage.

For a producer whose business is discovering, developing and producing oil & gas, recreating capabilities available from specialized providers requires a compelling economic justification. The proposal must account for utilization, maintenance, staffing, replacement and the capital diverted from other opportunities.

Without that justification, the producer acquires another permanent overhead structure. It then competes against organizations sharing those costs across a much broader economic base.

Synallagi’s Economic Organization

People, Ideas & Objects proposes a different organization through Synallagi: shared cloud infrastructure, including our user community and specialized service providers delivering software development, administration and accounting capabilities across the industry.

Our objective is to reduce accounting and administrative overhead to single-digit percentages of today’s costs. This remains an outcome to demonstrate. Its economic foundation is the sharing of capabilities and costs across producers, supported by specialization, automation and organizational reform.

Each producer should not have to recreate the same administrative machinery.

Our user community develops domain knowledge into software and processes. Service providers operate, support and continually improve those capabilities within their licensed responsibilities. Cloud infrastructure supplies shared technical capacity. Together, these arrangements allow expertise and investment to serve multiple producers while maintaining responsibility for the work performed.

The relevant measure is the complete cost and economic contribution of a transaction, business process or operating decision. Saving a small amount on computation while preserving an expensive administrative structure misses the larger opportunity.

Our user community and service providers are organized around a common purpose: providing the most profitable means of oil & gas operations, everywhere and always. Their incentives, responsibilities and opportunities must reinforce that purpose. Business model innovation and the productive application of knowledge are deliberate features of Synallagi’s design.

Boards should require every AI proposal to identify its economic benefit, recurring obligations and opportunity cost. Claims of control or independence must be supported by measurable value.

Synallagi connects more capable administration, lower overhead, accountable execution and better operating decisions to producer profitability. Working with our user community is central to realizing those benefits.

The measure of an AI strategy is its contribution to the producer’s economics. Departmental ownership cannot substitute for that contribution.

Synallagi makes oil & gas profitable. That is the purpose against which everything else must be judged.