Interactive demonstration · about 2 minutes

Rehearse one decision.

Choose a system, change five assumptions and compare three moves across 120 test worlds. You will see what appears to hold, what fails and which condition matters most.

  • No accountStart immediately
  • No personal questionsNo personality test or profile
  • Inputs stay hereSimulation controls are not sent

A working illustrative simulation

Change the system. Watch the recommendation move.

This public model is deliberately simplified and rule-based. A commissioned study adds your evidence, stakeholder participation, alternative model structures and bounded LLM agents only when they improve the decision.

The local demonstration could not load.

No simulation controls were sent. You can still read the method or discuss a real decision.

From public demo to client work

What changes when the decision is real.

The simulation becomes useful evidence only after the assumptions, population, data and validation standard are specific to your decision.

  1. 01

    Measure

    Define constructs before collecting data. Use validated measures, observed behaviour, interviews and participation—with licensing, consent and cultural adaptation where needed.

  2. 02

    Calibrate

    Build group distributions, networks and constraints from evidence rather than treating synthetic personas as real people.

  3. 03

    Challenge

    Compare simple rules with bounded LLM agents; test sensitivity, subgroup error, alternative structures and historical or held-out patterns.

  4. 04

    Decide

    Carry forward robust moves, named conditions, early signals and explicit points to scale, pause or change course.

Bring your own decision

Replace the demo assumptions with evidence from your world.

Tell us what you must decide, when it matters and what failure would cost. We will assess fit and propose the smallest credible study. Scope and price are agreed later, in writing.

Discuss a decisionNo checkout, order or payment on this website.