What we're learning about multi-model AI, the markets we serve, and the decisions that can't afford to be wrong.
Three modes of failure we see consistently in deal work: confidence without verification, citation drift, and the missing Hard Conversation.
Junior analysts don't push back on MDs. Associates don't push back on partners. Someone needs to say the thing no one wants to say.
Where multi-model deliberation came from, and why it took 10 months of research before we shipped anything.