The work that unblocks your teams today is the work that makes AI of your own possible later. Same install, same rails, second job. Nothing new gets deployed between one phase and the next.
phase one · today
Your people get unblocked
Engineering wires the layer into your systems once. After that ops, finance and support build and run the agents doing critical work, from the AI tools they already use.
phase two · the same install
You train AI of your own
The corrections your experts make while doing that work become an eval suite, then a training set, scored against your outcomes rather than a public benchmark.
phase three · where it leads
The routine work runs itself
Ordinary work running through agents and the software they wrote, on models you own, with your experts at the edge of what AI can do rather than in the middle of what it cannot.
Capture runs underneath all three, from week one
Every run traced, every correction reviewed, everything accumulating on your own infrastructure. It is the part that cannot be backfilled, which is why it ships first and why the later phases need no rebuild.
one install
one set of rails
nothing new to deploy
Phase one is a good business on its own. It is also the only way to earn the position the rest depends on. The order is forced.