Organizational Design for AI Teams
Purpose
[stub: organizational-design-for-ai-teams]
Metadata
| Author | Amit Singh |
| Scope | agentic-ai-projects-and-mastery |
Local graph
Related notes
7. AI Governance at Scale
Covers scaling AI governance across an enterprise - model approval workflows, audit logging requirements, and policy-as-code enforcement for what agents are allowed to do in which environments.
3. AI Platform Roadmaps
Covers translating an AI technical strategy into a quarter-by-quarter platform roadmap with explicit dependency sequencing and the trade-off calls a roadmap forces onto paper.
4. Architecture Reviews
Covers running or presenting in an architecture review for an AI system - the review rubric, common objections a review board raises to agentic designs, and how to defend a proposal under scrutiny.
2. Build vs Buy Decisions
Covers the decision framework for build-vs-buy on AI platform components (vector DB, agent framework, evaluation tooling), with a worked cost/lock-in/velocity comparison a Staff engineer would present to leadership.