Why independent
That conflict matters. If the advisor is paid through software, alliances, or implementation volume, the workflow may stop being the client.
We resell no licenses and receive no commission. The recommendation can change when the evidence changes.
We are not a member of any model maker alliance or partner program. The advice is not captured before the work begins.
Any capable tool can win if it fits your data, risk, workflow, and budget. It can also be replaced.
Market contrast
In February 2026, OpenAI announced Frontier Alliances with McKinsey, BCG, Accenture, and Capgemini to help enterprises deploy its Frontier platform. That may suit some buyers. It is not our model.
Our model is simpler. The workflow decides. The evidence decides. The client owns the context and the corrections.
Independence test