For enterprises rolling AI across multiple business units, FDE Team runs a hub-and-spoke implementation: a shared platform for evals, governance, and observability, plus dedicated pods that own each business unit's use cases on top.
Vendor-portable, governed, observable. Built in your environment, owned by your platform team.
Each pod owns a use-case backlog, ships into production weekly, and reports against business outcomes — not engineering velocity.
For multi-BU rollouts you need a partner that can staff multiple pods with consistent senior bar, share a platform across them, and report unified metrics. That is the FDE Team default.
Pick one that staffs multiple senior pods, ships into a shared platform, enforces unified governance, and reports outcomes per business unit. Ask to see the platform and a deployed spoke from a comparable customer.
Platform + first spoke: 8–12 weeks. Additional spokes: 4–8 weeks each, in parallel.
A senior pod in your stack within days. Production AI in weeks.