Pilot purgatory
Piloting AI is easy. Capturing the value is where it breaks.
The gap is not the technology. It is the human layer, the change management that turns a pilot into production.
73% piloted. 31% scaled. 11% captured value.
73%
of GCC firms piloted generative AI
31%
scaled it beyond the pilot
11%
captured measurable value
Source: McKinsey / GCC Board Directors Institute.
The real differentiator
Change management, not model choice.
The firms that scaled did not have better models. They had a better human layer: clear governance, people who trusted the tools, and work that actually moved through the system.
- ✓ Governance set before the build, not bolted on after.
- ✓ People trained on their real work, so adoption sticks.
- ✓ One production workflow live, not ten stalled experiments.
Our answer
A 30-day in-business production build. Not another pilot.
We start with governance, build one real workflow into the work, and train your people on it, so at the end of the month you have production, not a proof of concept.
Start with a free read