LLM Adoption Playbook

Ship LLM capability safely, auditable, and cost-controlled.

• Use-case scoring (impact × risk)
• Policy + data boundaries
• Quality gates + monitoring

Prioritize use-cases

What good looks like

• LLM use-cases mapped to data classification
• Evaluation harness in place before scaling
• Audit logs and approval flows for high-risk actions
• Cost and latency budgets enforced

Related

LLM Capability Reference Model LLMOps Playbook AI Rollback Runbook