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OverviewThe full system: from the business case to the investigation file.
Synthetic populationsThe foundational infrastructure: at the scale of several million coherent individuals.
Dynamic agentsThe questioning mechanism: the qualitative depth of the interviews.
Explore the futureThe projection capability: age a population, inject a shock, replay a decision.
Explainable AIEnd-to-end traceability of the reasoning: from the decision-maker down to the individual interview.
The APIThe continuous engagement mode, and white-label partnerships.

By industry

Major brands4 cases
Retail4 cases
Financial services4 cases
Healthcare4 cases
Energy & utilities4 cases
Urban planning & mobility4 cases
Public policy4 cases
Social programs4 cases
Creative industries4 cases
Research & insights4 cases
Crisis management4 cases
Fraud prevention1 case

By decision type

Launch8 cases
Price4 cases
Reposition14 cases
Transform13 cases
Reform8 cases
Arbitrate1 case
Anticipate20 cases
React8 cases

45 completed cases, 12 industries, 8 decision types

Methodological foundationsThe scientific approach: the mathematical bedrock and the fourfold lineage.
Validation & calibrationMethodological control protocols: variance measures, reproducibility.
BenchmarksQuantified, published scientific results: methodological comparisons.
Scientific papersArXiv publications: Frontiers in AI editions, academic contributions.
Partnerships & scientific teamFrançois Pachet co-founder: collaborations with Sorbonne Université, EPFL, Bologna.

Dedicated hostingSovereign French infrastructure: total isolation for strategic markets.
Confidentiality & isolationSecurity as a structural property of the product: anonymization guarantees.
Ethical governanceMethodological principles, governance frameworks: European AI Act positioning.
Operational securityExternal audits, penetration tests: incident protocols, access management.
Regulatory traceabilityComplete auditability: for supervisory authorities and sector regulators.

Engagement modesFour doors, one per need: use, own, integrate, receive.
Business subscription€1,000/month excl. tax, 50,000 interactions included, online sign-up.
EnterpriseBespoke, ownership of the populations and models, pricing on request.
PartnershipsDedicated API for research institutes and software vendors: your products, your brand.
Studies, deliveredA study, an analysis, an advisory piece: delivered by our partner network, under our guarantees.
ContactConnect with our team based on your engagement mode.

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Product

Overview
Synthetic populations
Dynamic agents
Explore the future
Explainable AI
The API

Cases

The full library
By industry
By decision type

Science

Methodological foundations
Validation & calibration
Benchmarks
Scientific papers
Partnerships & scientific team

Security

Dedicated hosting
Confidentiality & isolation
Ethical governance
Operational security
Regulatory traceability

Pricing

Engagement modes
Business subscription
Enterprise
Partnerships
Studies, delivered
Contact

Guides

How to create a synthetic population
Making decisions with synthetic populations
Integrating populations into an agent architecture

Company

Our approach
The team
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