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.
