Most AI initiatives stall because the first use case is too broad. At CortexSof we start with a single workflow that has clear inputs, a human review path and a measurable outcome.
We define evaluation sets early — not after launch — so quality is visible to product and engineering alike.
Guardrails, logging and cost controls are part of the MVP, not a phase-two wish list. That is how AI features survive contact with real users.