Interactive AI lab
Corporate AI rollout simulator
Corporate AI adoption usually fails at the edges: too locked down for serious builders, too loose for security teams, or too detached from the workflows where value actually appears.
Use the simulator below as a thinking tool. Push one lever too far and the model shows the tradeoff: adoption lift, governance load, shadow AI risk, and cost pressure all move together.
Simulation
Stress-test the operating model.
Tune the inputs. Watch the rollout change. The sweet spot is not reckless speed or frozen compliance; it is governed momentum.
A usable rollout: enough guardrails to stay above board, enough context and workflow fit to make people come back.