CENSUS-CALIBRATED PROFILES
Dimensions pER PROFILE
PROFILES pEr simulation
DELIBERATION CYCLES
METHODOLOGY
Opinion dynamics, observed and certified.
Scoping
You share your brief. We analyse the context and enrich it with public data.
01
Deliberation
Thousands of representative profiles debate your subject across 30 interaction cycles. Opinion dynamics emerge naturally.
02
Analysis
We map opinion dynamics, spontaneous coalitions, and tipping points - phase by phase.
03
Certified Report
You receive a SHA-256 certified diagnostic report. Every shift is traced - who changed position, which argument triggered it, and why.
03
technologY
The only certified social simulation process built on sovereign European infrastructure.
01
Persistent memory & tipping points
Every profile remembers every argument it has encountered. Positions evolve, harden, or converge across 30 interaction cycles. We identify the exact moment the collective dynamic shifts - and what triggered it
02
Grounded in reality
The simulation is grounded in your reality: legislative data, sector statistics, press coverage, local context. The profiles debate on concrete facts, not in a vacuum.
03
Quantitative results, not opinions
The result is not a yes or a no. It is a distribution: "68% of profiles anticipate resistance, 42% of which is strong, concentrated among segments X and Y." Actionable quantitative data - not an opinion
04
Cryptographic traceability
Every interaction, every position change is logged, timestamped, and hashed. The report is reproducible - run the same simulation again, and you get statistically consistent results. This is the MiroCert layer: the signature that transforms an experiment into evidence.
05
Demographic calibration
Every profile is unique, drawn from a proprietary dataset calibrated on official national census data across 32 socio-demographic dimensions - age, profession, location, education, personality, and interests. The simulated population reflects your target population.
SECTORS
Whatever decision you're facing, we can simulate it.
Public Policy
Simulate citizen reaction before a vote, reform, or public announcement. Know where resistance will form - before it does.
Transport & Mobility
Map passenger reaction before restructuring your network. New routes, fare changes, zero emission zones - measure acceptance before launch.
Luxury & Consumer Goods
Test market perception before you invest. Product launch, repositioning, campaign - simulate the terrain before committing budget.
Health & Pharma
Anticipate the acceptability of a treatment or health policy. Prevention campaigns, hospital restructuring, clinical trials - map resistance before it becomes a crisis.
Insurance & Finance
Model emerging behavioural risks. Crisis scenarios, investor sentiment, policyholder reaction to new products or pricing changes - quantified before launch.
Media & Entertainment
Anticipate audience reaction before release. Series, formats, advertising campaigns - simulate public response before going live.
Defence & Sovereignty
Opinion simulation on a sovereign European engine. No data leaves the infrastructure. Certified end to end.
Corporate & HR
Simulate employee reaction before a transformation. Restructuring, merger, internal policy change - anticipate tensions before they surface.
Test project acceptability before the public inquiry. Developers, local authorities, urban planners - reduce opposition risk before breaking ground.
WHY MIROCERT
Real data, verified analysis, and certified findings.
Demographic realism
Our profiles are not invented. Every one is drawn from a proprietary dataset calibrated on official national census data - age, profession, location, education, personality. The simulated population reflects your target population.
Verifiable results
Every report is certified, timestamped, and fully reproducible. Any third party can verify the authenticity of each simulation.
You formulate the question. We deliver the diagnostic. An analytical report delivered in 5 business days - executive summary, social cartography, tipping points, and cryptographic certificate.
OFFERS
Each mandate is scoped to your question. The number of profiles, scenarios, and depth of analysis is defined together before anything is committed.
5 to 10x less costly than a traditional field study - with a depth of analysis no survey can produce. From 5,000 simulated profiles.
Executive summary
Detailed individual trajectories
Temporal phases and tipping points
Impact of injected events
Influential profiles identified
Profile of the silent majority
Coalition detection
Emotional registers by segment
SHA-256 certification
Discuss your project
FAQ
You formulate the question. We deliver the diagnostic.
How is this different from a survey?
A survey measures declarations. MiroCert simulates dynamics - profiles debate, influence each other, and shift positions across multiple cycles. The result is an emergent opinion distribution, not a declarative average. A survey tells you what people say. MiroCert maps how opinion forms.
How does the cost compare to a traditional survey?
A representative survey from a traditional institute costs 5 to 10x more and takes 3 to 6 weeks. A qualitative study on the same subject takes 3 to 4 months and delivers aggregated insights - not population-specific dynamics. MiroCert delivers a certified social diagnostic on your exact question, in 5 business days.
Where do the profiles come from?
Our profiles are drawn from a proprietary dataset calibrated on official national census data. Every profile has 32 dimensions: age, profession, location, education, personality, and interests. The simulated population reflects your target population - not an invented sample.
How do you validate your results?
MiroCert's simulation was benchmarked against reference polling on a real, contested public policy decision. MiroCert produced a result within 1.5 percentage points of the reference poll - within the range academic literature considers reliable, and above what most traditional surveys achieve on complex social questions. Every simulation is SHA-256 certified and fully reproducible.
How long does it take to receive my report?
Standard delivery is 5 business days across all mandates, from brief to certified diagnostic report.
Is my data confidential?
Your brief never leaves a controlled environment. Every element of your mandate (the subject, the framing, the output) is processed on a dedicated, isolated infrastructure. Nothing passes through a shared cloud. Nothing is accessible to any third party, at any stage of the process.
The simulation engine runs on European sovereign infrastructure, outside US jurisdiction and US Cloud Act reach. Your data does not train any model and is not retained after delivery.
The report you receive is yours exclusively, SHA-256 certified and cryptographically sealed at the moment of production. What you receive is exactly what the engine produced. Untouched.
Every mandate is covered by a confidentiality agreement, without exception.
Can I see a sample report?
Write to us at contact@mirocert.com to receive a full sample report. The best way to evaluate MiroCert is to share a real subject with us - we offer a discovery pilot at an adapted rate.
Can we trust synthetic agents?
The question is not whether synthetic profiles are identical to real people - they are not. The question is whether the dynamics they produce are realistic. Our benchmark answers that: a result within 1.5 percentage points of reference polling on a real public policy decision. Beyond accuracy, synthetic profiles have properties no real survey can offer - no social desirability bias, no interviewer effect, fully reproducible, and certified. We don't simulate people. We simulate how opinion forms.
What do you produce that a survey cannot?
Three insights rarely available in traditional survey methodology.
The anatomy of a shift - the internal journey of a profile, argument by argument, phase by phase, showing exactly what triggered a position change.
Coalitions and tipping points - the precise moment collective opinion pivots, and which segments drove it.
The profile of the silent majority - those who never express publicly but whose position determines outcomes. These are exclusive to MiroCert.
Does MiroCert replace traditional surveys?
No. MiroCert is complementary to traditional surveys and focus groups. Surveys tell you what people think at a moment in time. MiroCert shows you how that opinion moves, which arguments shift it, and where the tipping points are. We provide a dynamic reading that sits upstream of traditional research methods - not in place of them.