Before we talk frameworks, here is what the work looks like when a team has too many AI experiments and no clear owner.
We mapped what was already running, killed two phantom agents, installed HITL on the one that mattered, and trained the senior team to own the next round themselves.
Three layers. Each only useful after the one before it lands. The framework is the explanation — not the lead.
Role-specific AI literacy. A unified data layer your senior team actually understands. The floor that everything else stands on.
Human-and-agent org design. Agent orchestration that maps to real workflows — not the tool's idea of one.
HITL checkpoints. Phantom and rogue agents found and named. The one-page audit your CISO will read.
Where AI is already running in your shop, named — including the agents nobody owns and the workflows people quietly stopped using.
The one thing to do this quarter. Sequenced, not pitched. You decide whether to do it with us, with your team, or not at all.
If we're not the right fit, we tell you in the call. Not after a deck. The shape of "yes" requires a real "no."
A 15-minute call is the smallest move that lets you stop guessing whether you have a plan.
Book a 15-minute AI triage →