Building Trust in Enterprise AI Rollouts
Trust is not a policy PDF. It is evidence: who signed off, what was tested, and how you will know when to pause.
Why pilots stall
Most programs over-index on model accuracy and under-invest in operator judgment, audit trails, and rollback. Trust fractures the first time an answer cannot be explained to legal or a customer.
A practical trust stack
We coach teams on human-in-the-loop checkpoints, standardized evaluation sets tied to business harm, and telemetry that attributes incidents to data, prompt, or model drift—so fixes are targeted instead of political.
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