Research / Project · 01
ResearchOmnis
Simulating societies before reality.
Omnis is a multi-agent architecture where millions of autonomous agents model individuals, companies and institutions — reproducing how an artificial society behaves before a decision is ever made in the real one.
The idea
You can't pilot a policy on a whole population.
Most decision tools only show what already happened: historical data, past correlations, aggregate statistics. None of them can show how a population would actually respond to a policy, a price change or an intervention before it's rolled out — and testing it directly on the real population is slow, expensive and sometimes irreversible. Omnis exists to run that test first, inside a simulated society instead of the real one.
- History isn't a forecastPast data shows what happened under past conditions, not what would happen under a new one.
- Real pilots are slow and riskyTesting a policy on a real population takes months and can't be undone.
- Averages hide behaviorAggregate statistics erase the individual decisions that actually drive an outcome.
How it works
An artificial society, built to be tested.
Neural models
Neural models learn realistic behavioral patterns — how people, companies and institutions actually tend to act — from real-world data.
Multi-agent engine
Those patterns drive millions of autonomous agents, each representing an individual, a company or an institution.
Artificial society
Agents interact with each other and their environment, and an emergent society forms from those interactions.
Simulation engine
A scenario — a policy, a price, an event — is introduced into that society and run forward in time.
Decision intelligence
The simulated response becomes evidence for the real-world decision, before it's made.
Architecture
From learned behavior to decision intelligence.
Visualization
A society of thousands of agents, live.
Every node below is an autonomous agent. Move the cursor across the simulation to see the society respond.
Omnis — live artificial society
Demonstration
The Omnis console, running.
An interactive demonstration on simulated data. You choose a problem and five Intelligent Units work it in parallel, coordinating their own subagents, all the way to an executive report. It can be walked through as a government panel or as a company and organizations panel.
Applications
What Omnis is built to explore.
Explore what Omnis could simulate for you.
Talk to our research team about a pilot simulation.
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