Companies
A company leaves a dated record of its work: tickets, messages, plans and decisions. We reconstruct that record, learn how the company's state changes, and use the model for forecasts and for comparing possible decisions.
These pages are by invitation or review access. Their evidence is recorded or synthetic company history, not a live company in operation.
Research note: Private company case study · review access. Company Insights reconstructs permitted source histories, maps work and supports an operator-assisted path to a playable synthetic company.
Results: Separate company studies. September 28: +$36,098.22 and +$14,095.55; both loss-making, with failed comparison checks. These results do not isolate a world-model benefit.
Watch it work: Company Lab · by invitation. Follow company records, forecasts, plans and a recorded operating year, replayed from saved evidence with no model calls.