Field guide
FreeAI is easy to pilot, hard to trust at scale.
Most enterprise AI looks great in a pilot and falls apart in production. This field guide maps the gap between the two: where non-deterministic systems lose trust, the failure modes that only appear at scale, and the operating-model changes that close it.
2026 / 18 pages / PDF
What’s inside
- ●The pilot-to-production trust gap, mapped
- ●Where evaluation actually has to live
- ●Failure modes that only surface at scale
- ●A checklist for production readiness
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