Simulated worlds · AI agents · Prediction reports

Predict outcomes by letting agents live inside your scenario.

Lumera runs AI agents in a simulated environment tailored to your question. They interact, adapt, and collide until the system surfaces a rigorous prediction report—so you can decide with clearer foresight.

Scenarios modeled

Any domain you define

Agent interactions

Continuous multi-agent runs

Deliverable

Structured prediction report

How Lumera works

Your scenario becomes a living world. Agents pursue objectives, react to each other, and reveal paths you did not script—then we compress the signal into an actionable report.

  1. 01 · Input

    Describe any scenario

    You set the world: markets, teams, products, geopolitics—whatever you need to stress-test.

  2. 02 · World

    Agents inhabit the simulation

    Autonomous AI agents act with their own goals. They negotiate, compete, adapt, and expose emergent outcomes.

  3. 03 · Output

    A prediction report you can use

    We synthesize trajectories, risks, and confidence into an executive-ready report—not a black box.

Built for decisions under uncertainty

Whether you are planning a launch, assessing risk, or exploring counterfactuals, Lumera pairs multi-agent simulation with reporting you can share—not just a single-point guess.

  • Scenario fidelity

    Ground the run in your assumptions, data, and guardrails so results map to real decisions.

  • Multi-agent dynamics

    Watch how independent actors reshape the story—capturing second-order effects humans often miss.

  • From chaos to clarity

    Narrative timelines, key drivers, and uncertainty ranges—structured for teams, investors, or ops.

Sample report outline

Executive summary

Most likely outcome, time horizon, and confidence bands.

Agent narratives

Key interactions, tipping points, and dissenting paths.

Recommendations

What to monitor next and which assumptions matter most.

Simulate your next critical question

Tell us the scenario you need to explore. We'll follow up with how Lumera can model it and what a first prediction report could look like.