Roadmap and architecture diverge
Product commitments depend on technical decisions nobody has made explicit.
Busy does not mean predictable
The team is active, but delivery, ownership and review remain unclear.
Pilot work cannot become a product
AI scope is larger than the evidence, workflow or operating model can support.
Commercial commitments are blocked
Engineering risks, integration questions or unclear ownership make the next promise unsafe.
Decisions keep reopening
Architecture, product and team trade-offs are revisited without a shared decision map.
The next boundary is unclear
There is no agreed sequence for what to fix, test, defer or own next.