• Design the judgment capture system • Define what broker judgment looks like when it's captured correctly — the artifact schema that turns unstructured decisions into structured intelligence. • Design the feedback loops that allow domain experts to validate, correct, and enrich what the system surfaces — without adding friction to how they already work. • Own the broker relationship: understand what advice actually looks like, what experts trust, and what the system gets wrong in interesting ways. • Map workflows into tangible assets, advice units, and recommendations for brokers to act on. • Translate expert corrections into system improvements. • Define and hold the standard for "good" • Own the evaluation framework: what does it mean for this system to be materially better than a generic AI model with the same context? • Build instrumentation with the engineering team to track whether the system's intelligence is actually improving. • Drive priorities and protect velocity