1. Brief - We agree the decision you are trying to make, who it affects, what you already know, and what a good answer looks like. If a simulation is the wrong tool, we say so here.
2. Build the world - We assemble the context: briefs, policy, news, financial signals, your own research inputs. We select or design the personas and segments, and show you what the simulation is grounded in before it runs.
3. Run and interpret - Hundreds of personas evaluate the scenarios from distinct perspectives with cross-model checks. We map where groups agree, where they diverge, and why, and we test the result against alternative framings so the forecast is not a one-shot guess.
4. Report and validate - You get a written forecast with sentiment, reasoning, segment differences, risks, recommendations, and confidence levels. Where a launch or announcement follows, we agree what real-world signals to monitor afterwards so the prediction can be checked against what actually happened.