ai enablement . analysis
AI enablement past the prototype stage
Pilots are easy. Operating a system your compliance team trusts is hard.
Background
This is a fixture post for the ai-enablement topic. It stands in for real creator content during Phase 1 build.
Three things worth knowing
- Cost is never just infrastructure. It is people plus infrastructure plus decisions deferred.
- Budgets rarely fail because of the obvious line item. They fail because of a small one that compounds.
- The right structure usually exists. It is buried under years of local decisions.
What to do about it
Write the plan. Test it in a small room first. Kill what does not survive ten days of normal operations. Keep what does.
Boring is the feature.
See the sources below for canonical references.