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AI Automation for Operations
Design small, safe automations around your stack’s constraints, with human‑in‑the‑loop and rollback.
Business outcomes
- Scoped automations aligned to platform limits
- Reduced manual effort with controls
- Operational visibility via logs/dashboards
Process overview
- Feasibility: APIs, permissions, data handling
- Pattern choice: retrieval/Q&A, summarization, validations
- Design flows, guardrails, rollback; pilot and monitor
What we’ll do
- Define dataset boundaries and permissions
- Select pattern and prototype path
- Implement logging/alerting; write runbooks
- Plan rollback and change control
Team roles
- Sponsor, System owners, Security/Governance
- Ops owners for HIL checkpoints
Timeline & format
- Feasibility review → narrow pilot → expand
- Weekly working cadence with async updates
Handover & sustainment
- Design doc and flow maps
- Runbooks and monitoring plan
- Rollback/disable procedures