Your prediction system is only as good as its ability to catch its own mistakes.

We built a council of 5 AI personas—each one votes on every change and catches a different failure mode. Engineer, Skeptic, Chief of Staff, Efficiency, River Twin. Five perspectives catch almost everything. Build your self-auditing system 👇