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





