Advisory, walled garden, or neutral: three ways to meet the operations problem
Everyone has an AI agent now. The difference that matters is what they do with your systems, tell you, relocate you, or run it on the stack you already own.
By 2026 every enterprise software vendor had repositioned around AI agents. 'We have agents' stopped being a differentiator. What actually differs is the relationship each platform takes to the systems you already run. There are three models.
Model 1, Advisory
Process intelligence and mining tools understand your process and hand you the insight. Valuable, but the deliverable is a picture; a human still does the work, and nobody verifies the outcome. Advisory tells you.
Model 2, Walled garden
The large suites will run the work, but by relocating it into their own estate and governing only their own agents. Powerful if you're all-in on that vendor; a lock-in and a blind spot if you're not, and it never reaches the plant floor. Walled gardens relocate you.
Model 3, Neutral & governed
The third model understands the process and runs it across the systems you already own, which stay in place and authoritative. It reads every vendor, normalizes to open standards, governs the execution on top, and spans OT and IT. Neutral platforms run it.
Advisory tells you. Walled gardens relocate you. A neutral layer runs it, on the stack you already own.
Why neutrality is the wedge
Lock-in-averse buyers, especially in regulated, asset-heavy industries, don't want to move their systems of record into another vendor's cloud. A neutral, governed layer lets them keep their stack and still get governed automation across it. That's the space the incumbents left open.