Blog
Context, governance and AI that reaches production.
Three long reads on what separates an AI pilot that impresses in the demo from one the company can approve, operate and audit.
Diagnosis
Why generative AI pilots do not reach production
It is almost never the model. It is the lack of context: the agent does not know what your company calls revenue, active customer or target met.
ComparisonData catalog or context layer? How to choose
A catalog shows what you have. A context layer governs what AI does with it, with limits by area and a receipt for every access.
GovernanceEveryone knows how to build AI agents. Almost nobody can get them approved
Building an agent is now one click. Approval is the bottleneck: without policy applied at runtime, the project stalls at the risk desk.
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