Procurement framing
Build vs Buy for Governed AI Systems
Build versus buy is not a binary question for enterprise AI. Buyers need clarity on which layers should be purchased for speed and which should be owned for risk control and transparency.
Governance layer
If the organization has specific requirements around policy, refusal, approval, or escalation, it usually needs stronger control over this layer.
Routing and model selection
Some teams can buy a platform but still need to own routing logic so it aligns with their cost, risk, and SLA model.
Memory and data controls
This layer often ties directly to data boundaries, retention, auditability, and enterprise trust, so it should not be decided on price alone.