Grounded enterprise knowledge assistants: retrieval, citations and permissions
How to build an internal knowledge assistant people trust: retrieval over approved sources, citations, permission-aware answers and evaluation.
Evaluation & Guardrails
Articles tagged Evaluation & Guardrails.
AI model governance should be an application, not a policy document
Model inventory, evaluation, deployment approval and monitoring as one governed workflow, so AI governance produces evidence instead of meetings.
Evaluation and guardrails: how to test AI features before production
AI features need evaluation as a delivery gate, just like tests: test sets, groundedness checks, safety checks and regression on every change.
From AI pilot to production application: what actually changes
Most enterprise AI pilots never reach production. The gap is not the model. It is identity, integration, controls, evaluation and ownership.
Series: The Application Factory
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