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Evaluation and Guardrails Design

Define how quality is measured, how unsafe outputs are contained, and how regressions are caught before users feel them.

Without evaluation, AI features drift. We help teams define task-level success criteria, sampling strategies, and monitoring signals that fit your release process.

Guardrail design addresses content policy needs, escalation paths, and degraded modes when upstream models are unavailable or responses fall outside expected bounds.

The result is a practical checklist and instrumentation plan your team can maintain after the advisory engagement ends.

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