Composition
Four roles with handoffs: BA → full stack, QA → DevOps. Shared delivery KPI.
AI Teams · Delivery / Dev
AI Team
Delivery Pod
Virtual delivery team: requirements, full-stack development, QA, and DevOps — from spec to PR with human review on merge.
Pain
Backlog lags behind product, one senior owns integrations, releases without a QA gate or transparent CI/CD.
Pilot
2 weeks on 1 feature or bugfix; KPIs: lead time to PR, defect rate post-merge.