How to structure an AI deployment that won’t collapse under its own weight.
For Solo Implementers
One person, no budget, no dedicated IT team. The most common scenario and the most fragile.
Key concepts:
- Self-Hosted AI — Reduce dependency on external APIs
- Human-in-the-Loop — Keep a safety net until you’re confident
- Scope Creep — Start narrow, expand slowly
For Small Teams (2-10 people)
Shared workflows, overlapping responsibilities, and the first governance challenges.
Key concepts:
- Shadow AI — Govern what you can’t see
- Adoption Stall — Drive usage or watch it die
- Silent Failure — Catch problems before they compound
Coming Soon
- Medium team patterns (10-50 people)
- Enterprise patterns (50+ people)
- Multi-agent orchestration
- Hybrid cloud/on-premise setups
Each pattern includes: architecture diagram, cost estimate, failure modes, and migration path.