The pilot is the easy part

Getting AI to work once is straightforward. Getting it to run inside real systems, under real governance, with evidence that it holds, is where most of it stops.

That gap is what we have spent the last two years building for. We call the result the Fabric Harness: the workflows, evaluators and governance gates our designers and engineers wrap around commodity models and coding tools.