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AI Basics for Operators
Last updated: 2026-02-16
Core concepts for teams moving from experiments to production.
Decision checklist
- Define one high-value workflow
- Map data sensitivity
- Set failure budgets
Implementation notes
- Start with one measurable workflow and fixed owner.
- Instrument before optimization.
- Create runbook entries for expected failure modes.
Risk notes
- Unclear ownership leads to stalled deployments.
- No baseline metrics makes impact claims unreliable.
Sources
- Operational playbooks
- Production implementation interviews