CSL_AI_OPERATIONS_PLAYBOOK

https://clearsystemslab.com

Tagline: Controlled AI integration: guardrails, routing, review.

Description:

Most AI failures are operational: unclear inputs, silent errors, drift, and no rollback path. This playbook gives you a control framework—risk-based routing, human checkpoints, versioning, and a weekly review loop so AI use stays stable over time.

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Not “AI runs everything.” More like: AI runs inside guardrails.

You’ll get (6-page PDF):

• Risk classification + deterministic routing
• HITL checkpoints + override triggers
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• Versioning + change log approach
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• Basic cost/ROI visibility model
• Weekly review loop (metrics → decisions)
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Format: Instant download • PDF • 6 pages

This is / isn’t: Governance + reliability playbook • Not prompts-only, not a course