Certified Social Foresight

The Social Crash Test of your decisions.

Before making a decision that impacts thousands of people, ask it in front of thousands of representative profiles. Reform, campaign, restructuring: you will know what will happen.

French Sovereignty

Insee Data Calibration

Certification SHA-256

Certified Social Foresight

The Social Crash Test of your decisions.

Before making a decision that impacts thousands of people, ask it in front of thousands of representative profiles. Reform, campaign, restructuring: you will know what will happen.

French Sovereignty

Insee Data Calibration

Certification SHA-256

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INSEE calibrated profiles

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Dimensions per agent

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Simulation profiles

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European sovereign

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INSEE calibrated profiles

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Dimensions per agent

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Simulation profiles

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European sovereign

The Methodology

How it Works

How it Works

A rigorous process, from the client file to the certified deliverable.

Framing

You send your file, we analyze its context and enrich it using relevant public data sources available globally.

01

Framing

You send your file, we analyze its context and enrich it using relevant public data sources available globally.

01

Simulation

Thousands of diverse profiles debate your topic, revealing natural opinion dynamics and emerging patterns.

02

Simulation

Thousands of diverse profiles debate your topic, revealing natural opinion dynamics and emerging patterns.

02

Analysis

We identify opinion dynamics, tipping points, spontaneous coalitions, and uncover emerging risks across scenarios.

03

Analysis

We identify opinion dynamics, tipping points, spontaneous coalitions, and uncover emerging risks across scenarios.

03

Certified Report

You receive a complete strategic report with results, recommendations, and certification.

04

Certified Report

You receive a complete strategic report with results, recommendations, and certification.

04

The Technology

Our Technology

Our Technology

A state-of-the-art process, unparalleled.

01

Persistent memory and tipping points

Each profile remembers its previous interactions. It is an ecosystem that evolves over time: profiles change their minds, become more radical or converge. We identify tipping points, the precise moment when collective opinion pivots.

02

Anchoring in reality

The simulation is anchored in your reality: legislative data, sectoral statistics, press articles, local context. The profiles debate on concrete facts, not in a vacuum.

03

Quantitative results, not an opinion

The result is not a yes or no. It is a distribution: "68% of profiles anticipate a protest, 42% of which are strong, concentrated among profiles X and Y." Usable quantitative data, not an opinion.

04

Cryptographic traceability

Every interaction, every change of opinion is logged, timestamped and hashed. The report is reproducible: run the same simulation again, you get statistically consistent results. It's the MiroCert layer: the signature that turns an experiment into evidence.

05

Demographic calibration

Each profile is unique, from a dataset of one million people built by NVIDIA in collaboration with the French institute Pleias. 22 dimensions: age, profession, municipality, education, personality, interests. The simulated population reflects real France.

The Stakes

Your stakes, crash-tested.

Your stakes, crash-tested.

Whatever your decision is in the future, we can simulate it.

Public Policy

Social crash-test of your public decisions before the consultation. Laws, reforms, speeches: simulate the citizens' reaction before the vote.

Transport & Mobility

Simulate user reaction before restructuring the network. LEZs, cancelled lines, new offers: measure acceptability.

Luxury & Consumer Goods

Test the perception of your launch before investing. Repositioning, new product, campaign: simulate the field before you commit.

Healthcare & Pharma

Anticipate the acceptability of a treatment or a health policy. Prevention campaigns, hospital restructuring, clinical trials.

Insurance & Finance

Behavioral modeling of emerging disasters. Crises, investor sentiment, policyholders' behaviour in the face of a new risk.

Media & Entertainment

Anticipate reception before launch. Series, formats, advertising campaigns: simulate the audience's reaction before broadcasting.

Defense & Sovereignty

Opinion simulation on a European sovereign engine. No data leaves the territory. Certified infrastructure.

Corporate & HR

Simulate your employees' reaction before a transformation. Restructuring, merger, change in internal policy: anticipate tensions.

Real Estate & Urban Planning

Test the acceptability of your project before the public inquiry. Developers, local authorities, developers: reduce the risk of opposition.

  • French Sovereignty

  • Insee Data Calibration

  • Certification SHA-256

Why Choose Us

What sets us apart.

What sets us apart.

Real data, verified insights, and actionable strategic outcomes

Demographic realism

Our profiles are not invented. They come from a dataset of one million people calibrated on the official distributions of the French population: age, profession, municipality, education, personality.

Enforceable results

Each report is certified, time-stamped and fully reproducible. A third party can verify the authenticity of each simulation.

Turnkey expertise

You ask the question, we deliver the answer. An actionable strategic report, delivered in 5 working days, with executive summary, tension mapping and operational recommendations.

Pricing

Our offers

Our offers

Each mission is calibrated to the complexity of your question.

Up to 5,000 simulated profiles

€8,000

From

per mission

Delivery within 5 working days

Calibration INSEE

Certified Report PDF

Executive Summary

Coalition detection

Policy Recommendations

SHA-256 Certificate

Demographic segmentation

Key Verbatim selected

Time phases and shifts

Thematic analysis

Simulation comparative (A vs B)

Quantified prospective scenarios

Post-report follow-up

Up to 25,000 simulated profiles

€20,000

From

per mission

Delivery within 5 working days

Calibration INSEE

Certified Report PDF

Executive Summary

Coalition detection

Policy Recommendations

SHA-256 Certificate

Demographic segmentation

Key Verbatim selected

Time phases and shifts

Thematic analysis

Simulation comparative (A vs B)

Quantified prospective scenarios

Post-report follow-up

Up to 50,000 simulated profiles

€50,000

From

per mission

Delivery within 5 working days

Calibration INSEE

Certified Report PDF

Executive Summary

Coalition detection

Policy Recommendations

SHA-256 Certificate

Demographic segmentation

Key Verbatim selected

Time phases and shifts

Thematic analysis

Simulation comparative (A vs B)

Quantified prospective scenarios

Post-report follow-up

FAQs

Frequently asked questions

Frequently asked questions

Got a question? We’re here to answer

How is it different from a survey?

A survey measures statements. MiroCert simulates dynamics: profiles debate, influence each other, and change their opinions over several cycles. The result is an emergent distribution of opinions, not a stated average.

How much does a traditional survey cost in comparison?

A representative survey with a traditional institute costs between €15,000 and €50,000 for 1,000 respondents, with a turnaround time of 3 to 6 weeks. MiroCert starts at €8,000 for 5,000 simulated profiles, delivered in 5 business days - with a depth of analysis (coalitions, temporal dynamics, verbatim responses) that a questionnaire cannot offer.

Where do the profiles come from?

Our profiles are based on a dataset of one million people calibrated using official French demographic data. Each profile has 22 dimensions: age, profession, municipality, education, personality, interests, ambitions.

How reliable are the results?

The simulations produce probabilistic distributions, not binary predictions. Reliability is based on actual demographic calibration, a large number of profiles, and the certified reproducibility of each simulation.

How long will it take to receive my report?

The standard delivery time is 5 working days for all packages.

Is my data confidential?

All cases are handled under a confidentiality agreement. The search engine is hosted on European infrastructure. No customer data is shared with third parties.

Can I see a sample report?

Write to us at contact@mirocert.fr to receive a complete sample report. The best way to evaluate MiroCert is to entrust us with a real-world project: we offer a discovery pilot at a competitive price.

Test your decisions before you make them. Tell us about your project. We'll respond within 24 hours with a detailed proposal.

Test your decisions before you make them. Tell us about your project. We'll respond within 24 hours with a detailed proposal.

Get in Touch Now.

Get in Touch Now.