Build vs Buy Foundation Model Strategy
Build-vs-buy decisions should reflect strategic differentiation, capability maturity, and long-run operating burden. Fast procurement choices often hide future integration and governance cost.
Lesson: own what differentiates you, rent what does not, and protect optionality.Why this matters in practice
Internal builds can overrun capacity; external solutions can create lock-in and opaque economics. Robust decision frameworks align business value, time-to-market, data sensitivity, and control needs before committing.
What to check in your organization
1. Is the target use case strategically differentiating or operationally commodity?
2. Do teams have the skills and runway to operate what they plan to build?
3. Are total operating costs modeled beyond initial delivery spend?
4. Are portability and contract exit terms defined up front?
Learn more
Explain: AI Buy vs Build Decision Framework
Apply: FinOps for AI Overview
Authority: NIST AI RMF Playbook
Next actions
Back to all topics · Use in training · Play this in the game