AI-Augmented Ops Enablement (2-4 Weeks)
Introduce AI into operations where it measurably improves speed and quality. We focus on controlled, auditable workflows that support engineers instead of replacing judgment. Indicative budget: from EUR 5,500.
Outcomes
- 2-3 AI-assisted workflows for incident triage, runbook drafting, or PR quality support.
- Prompt and review guardrails with approval checkpoints.
- Security sidecar checks for sensitive data handling in AI-assisted flows.
- Reusable operating playbook for internal teams.
- Practical handoff: what to automate now, what to keep human.
Approach
- Use-case Selection - Identify high-friction tasks and data constraints.
- Governance Setup - Define approval model, logging, and quality criteria.
- Workflow Build - Implement and test selected AI-assisted routines.
- Enablement - Team onboarding and safety operating rules.
Tooling & Stack
- OpenAI / Azure OpenAI
- Retrieval workflows with vector storage where needed
- CI-integrated QA checks for generated changes
- Structured prompt and review templates