Agentic AI in 2026: what actually changed, and where it goes next for enterprise systems
The real story of agentic AI in 2026 is not another model release. It is standardization, and standardization is what makes agents infrastructure.
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Notes from live Oracle work, organised by topic.
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One question, four decisions. A senior guide to Oracle EBS modernization in 2026: stay and modernize, upgrade, replatform on OCI, or re-implement on Fusion.
The real story of agentic AI in 2026 is not another model release. It is standardization, and standardization is what makes agents infrastructure.
ReadThe honest EBS vs Fusion comparison from the technical team's chair, not the CFO's. What each gives you, what each takes away, and why the right answer depends on engineering maturity.
ReadAPEX 26.1 takes AI seriously without hype. Here is where the new capabilities help, and where a human in the loop is still non-negotiable.
ReadAPEX and VBCS are both Oracle low code tools with different shapes. The honest framing is not which is better, but which fits the shape of the problem you are trying to solve.
ReadContinuous Innovation does not mean zero work. Here is what a senior Oracle EBS retainer actually covers, and when it is not the right shape.
ReadAPEX and Oracle Forms are both supported Oracle products against the same database. The honest comparison across cost, deployment, UI, data entry and longevity, and when each is the right choice.
ReadOAF and Forms remain supported in EBS 12.2. The scarce resource is not the framework, it is the engineers who still know it.
ReadMoving EBS to OCI changes where EBS runs, not what it is. Here is the honest read on what genuinely changes, what does not, and what needs attention.
ReadApplications get the attention, but integration decides whether an Oracle modernization actually lands. A senior look at OIC Gen 3 and OCI in practice.
ReadAPEX 26.1 brings APEXlang, AI Agents and governed generative development. For organizations sitting on OAF, the rebuild calculus just changed.
ReadEvery EBS modernization path starts with the same question: what custom code do you actually own? This is the methodology we use to answer it.
ReadIf you are still on EBS 12.1, the comfortable 2037 headline is not yours. Here is the upgrade decision, costed honestly by a senior engineer.
ReadOracle Forms is not end of life. This is the honest 2026 decision framework: modernize, migrate to APEX, or leave a stable Forms application alone.
ReadFusion 26B moves the suite from a system of record toward a system of action. For EBS customers, it is a signal, not a deadline.
ReadThe single most consequential fact in an EBS to Fusion move is what happens to the custom layer. Almost none of it carries across. Here is what actually replaces it.
ReadMost articles about OAF to APEX stop at slide level. This one walks a representative page end to end, from controller archaeology to cutover.
ReadOracle extended EBS 12.2 Premier Support through at least 2037. The support date is not the real risk. Customization debt is.
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