Riff

In every large organization, there are people who just *know* things.

How the procurement process really works. Where the supply chain breaks down under pressure. Which numbers to watch before finance does. That knowledge took years to build and it lives almost entirely in people's heads.

AI was supposed to change this. It hasn't. Not yet.

On **March 4th at 11:00 AM** CET, Martin (CTO) and Viral (CPO) are going live to introduce something we've spent a long time building and that we think fundamentally changes how large organizations scale with AI.

We're not publishing it beforehand. No blog post. No sneak peek. The first people to find out will be in this room.

What we can tell you: if you've ever watched an AI project succeed in one team and fail to scale anywhere else, this is for you.

**Who this is for:** Business leaders and operations, finance, supply chain and procurement teams at large organizations who are serious about scaling AI and not just running pilots.
