AI Readiness Assessment with OpenAI GPT

Two weeks and a clear answer beats six months of pilots that never reach production. The assessment exists to kill the bad ideas early and fund the good ones properly.

OpenAI GPT is strongest at the widest tooling ecosystem and mature structured-output support. For ai readiness assessment that matters because the failure modes of this kind of system tend to cluster exactly there.

The honest trade-off: cost at scale, and a data-handling posture that some regulated buyers will not accept without an enterprise agreement. We say that up front because a stack chosen for fashion rather than fit becomes someone's migration project two years later. We start from the constraint, not the capability, what the system must never do, who signs off, and what happens when it is wrong.

You own the code, the models where they are open-weight, and the documentation to run it without us.