The AI Feature Is the Easy Part
Wiring a model into an application takes days. Making it evaluable, observable and safe is the real work, priced by blast radius rather than novelty.
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AI Doesn’t Fix a Broken Digital Platform
An AI layer inherits your content model, your data ownership, your permissions and your integrations. Here is how to tell which problem you actually have.
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AI Needed a Place in the Product Architecture
Where an AI call sits decides what data it can reach, how it fails and whether you can trace it. A risk-based way to place AI in a product architecture.