Microsoft Velocity Engineering
From idea → shipped value.
Paths, guardrails, and rhythms that turn releases into a weekly habit—and AI into a safe advantage.
Enterprise Velocity Track
- Standard pipelines for every team (build → test → release)
- Guardrails: environments, DLP, secrets, identities
- Health gates + dashboards (errors, latency, uptime)
- On‑call, SLOs, rollback drills, blameless summaries
Outcomes: lead time ↓ 30–40%, MTTR < 60m
Cloud Innovation Track
- AI copilots & conversational analytics with guardrails
- Power Platform “flow factory” with adoption dashboards
- Microservices & domain APIs; paved golden paths
- FinOps: budgets, tags, unit economics per feature
Outcomes: adoption > 70%, cost‑to‑serve ↓ 10–20%
How it works
Kickoff
Confirm inputs; align KPIs & owners.
Confirm inputs; align KPIs & owners.
Foundations
Pipelines, guardrails, dashboards.
Pipelines, guardrails, dashboards.
Cadence
Small batches, flags, weekly releases.
Small batches, flags, weekly releases.
Reliability
SLOs, alert hygiene, rollback drills.
SLOs, alert hygiene, rollback drills.
Scale & AI
Top‑25 automations, safe AI use cases.
Top‑25 automations, safe AI use cases.
Full Scope & Deliverables
Safety & Standards
- Environment strategy (dev/test/prod)
- DLP policies; managed identities
- Secrets in Key Vault; policy‑as‑code
- Reusable pipeline templates
Release Rhythm
- Feature flags; health gates
- Trunk‑based flows; blue/green
- Weekly release target
- Dashboards for stability
Reliability & Cost
- SLOs, runbooks, on‑call, drills
- FinOps: budgets, tags, unit economics
- Incident reviews (48h) & action tracker
- MTTR & CFR trending
Automation Factory
- Top‑25 workflows in 90 days
- Intake & approvals; template library
- Adoption dashboards & champions
AI‑Native Product
- Secure RAG, usage telemetry
- Prompt shields; human‑in‑loop
- Quality feedback & learning
Conversational Analytics
- NLQ → SQL across key systems
- Insight packs (CSAT, cost‑to‑serve)
- Teams actions & KPI store
Case Studies
Global Bank
Weekly release rhythm; MTTR from 180m → 45m; cost‑per‑feature visible.
Weekly release rhythm; MTTR from 180m → 45m; cost‑per‑feature visible.
Healthcare Platform
Top‑25 automations; security guardrails; adoption > 75% in 10 weeks.
Top‑25 automations; security guardrails; adoption > 75% in 10 weeks.
Tech SaaS
AI search + drafting; release cadence 3×; run cost ↓ 18%.
AI search + drafting; release cadence 3×; run cost ↓ 18%.