From genome to decision
in seconds.

Not prompt-engineered personas. Not LLM wrappers. A proprietary mathematical engine that births synthetic minds from census data, personality science, and cultural calibration β€” before any language model is involved.

30
Countries
Census-grounded genomes spanning the Americas, Europe, Africa, and Oceania
1B+
Synthetic Minds
Deterministic, reproducible, and statistically valid β€” generated on demand at any scale
Zero
LLM Below the Boundary
Population generation is pure mathematics. The AI only speaks after the mind already exists.
Capabilities

What you can do with synthetic minds.

Every capability runs on the same census-grounded, psychometrically calibrated population engine. No shortcuts. No hallucinated personas.

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Instant Population Generation

Create a demographically precise synthetic population for any country in seconds. Thousands or millions β€” same statistical fidelity.

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Decision Simulation

Expose ideas, products, or strategies to cognitively calibrated populations. Understand how minds with real demographic DNA would reason, hesitate, and decide.

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Synthetic Deliberation Sessions

Run qualitative sessions with 8–12 synthetic minds β€” no recruitment, no scheduling, no observer bias. Available 24/7, in any market.

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A/B Testing at Population Scale

Compare variants across thousands of synthetic minds simultaneously. Statistical significance in minutes, not weeks.

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Scenario Forecasting

Simulate market shifts, crises, pricing changes, and competitive moves. See how populations react before the real world does.

🧠
Cognitive Decision Engine

Every synthetic mind routes through a dual-process architecture β€” fast intuition or deliberate analysis β€” based on personality, context, and stakes.

🏒
B2B Decision Theatre

Simulate entire buying rooms β€” CFOs, procurement heads, champions, and gatekeepers β€” with DISC behavioral profiles, role dynamics, and company-context calibration across 20 countries.

The genome

The blueprint of a synthetic mind.

A genome is the complete set of behavioral instructions contained within every cell of a synthetic population. Eleven layers β€” from census demographics and psychometric architecture through cognitive decision routing, behavioral style, proprietary enrichment, scenario modeling, and persistent memory β€” provide everything a synthetic mind needs to think, decide, and respond like a real person. Over 1 billion identities across 30 countries.

L1Census Demographics100K+ cells from national microdata
L2Psychometric ArchitectureOCEAN Big Five + archetype clustering
L3Cultural GenomeIntra-country psychometric covariances
L4Market Behavior175+ attributes across 7 domains
L5Household & Life ContextFamily, income, urbanization
L6Cognitive RouterCentaur dual-process decision engine
L7Behavioral StyleDISC distribution β€” context-dependent
L8Migration & LifestyleLanguage, acculturation, mobility drift
L9Proprietary EnrichmentYour CRM data + custom clusters
L10Tribes & ScenariosWhat-if populations + A/B splits
L11Memory & EvolutionPersistent, evolving, anchored

β€œEveryone can read about personality models. We spent months calibrating them against census microdata across 30 countries, co-varying them with cultural dimensions, and engineering them into a mathematical substrate that operates before any language model is involved. The science is public. The engineering is not.”

Persistent identity

Synthetic minds that remember.

Beyond one-off simulations. Synthetic identities that accumulate experience, maintain consistency, and earn trust through validated performance.

01
Population Framework
Census + psychometric + cultural genome. The scientific substrate.
02
Generated Instance
Individual synthetic mind, instantiated on demand for a specific purpose.
03
Customer Twin
Persistent identity enriched with client CRM data. Remembers across sessions.
04
Thinker
Marketplace-ready. PSI-scored. Validated. Available for orchestration.
πŸ“Š
Personal Similarity Index (PSI)
PSI is not assigned at creation β€” it emerges from use. Each simulation validated against real-world data updates the score. Synthetic minds that diverge lose PSI and are automatically reviewed. Accuracy is not claimed. It is earned.
B2B Intelligence

Simulate the room where decisions happen.

Enterprise purchasing is never one person. It is a room β€” with competing priorities, political dynamics, and organizational culture shaping every outcome. Our B2B Decision Theatre simulates the entire buying room, not just individual decision makers.

🏭
Company as Organism
Size, governance model, innovation maturity, and purchasing culture β€” the organizational personality that shapes every seat in the room.
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Decision Maker Profiles
CFOs, CMOs, procurement heads, technical evaluators β€” each with OCEAN personality, DISC behavioral style, risk appetite, and persuasion triggers.
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Buying Room Templates
Vertical-specific seat compositions: who is mandatory, who is conditional, and what political dynamics emerge in each configuration.
⚑
Role Dynamics Engine
Structural tensions and natural alliances between roles β€” the CFO vs. CMO conflict, the champion vs. gatekeeper friction β€” encoded mathematically.
20
Countries
Culturally adapted decision-maker profiles and company archetypes
3
Verticals
Financial services, procurement, and technology/SaaS
15+
Seats per Room
Decision makers with DISC distributions calibrated to company context

β€œB2B decisions are never rational and never individual. They are political, emotional, and shaped by organizational culture. We simulate that reality.”

The computational-expressive boundary
Above the boundary β€” where the LLM enters
The language model gives voice to a mind that already exists mathematically. It does not invent the person β€” it articulates what that person would say.
Verbal expression
Opinions, reactions, and reasoning in natural language
Simulation dialogue
Conversations in deliberation sessions and buying rooms
Naming & identity
Culturally appropriate names from demographic profile
Analysis & synthesis
Pattern recognition across population-scale outputs
Below the boundary β€” zero LLM, pure mathematics
Everything that defines who a synthetic mind is lives here. Deterministic, reproducible, auditable. Same seed produces the same population.
Census cell sampling
Weighted draws from 100K+ cells per country
OCEAN personality
Monte Carlo sampling with demographic covariance
Archetype assignment
K-Means++ nearest-centroid matching
Centaur routing
System 1/2 weight from personality + context
DISC computation
4-layer behavioral distribution from OCEAN
Market behavior
Calibrated probability draws per cell segment

This separation is what makes our synthetic minds culturally authentic and demographically faithful β€” not reflections of LLM training data. The language model cannot override census demographics, bypass the Centaur router, or modify psychometric scores. It speaks for the mind. It does not become the mind.

Ecosystem

Three entities. One stack.

INO-OS
The operating system
Proprietary engine that owns the mathematical recipes, cognitive architecture, and population science. All computation happens here.
Wortya
The calibration layer
Census seeding, psychometric validation, data quality certification, and enterprise delivery across 30 countries.
Thinkers.pro
The marketplace
Where certified synthetic minds are discovered, orchestrated, and deployed for decision intelligence at scale.

See it in action.

Schedule a technical demo or explore the science behind census-grounded synthetic populations.

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Platform β€” From Genome to Decision in Seconds | Thinkers.pro