Decision-grade market intelligence.
We build Voyons, a world model for markets. Simulate thousands of plausible futures before every decision.
Intel Feed
regime probability distributions
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1M+ users
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on-chain vault
The Simulation Layer
Duon Labs builds Voyons, a world model for financial markets. Instead of point predictions, we simulate thousands of plausible futures.
From research vaults to institutional APIs, our simulation infrastructure powers live deployments — including autonomous agents where traditional forecasting falls short.
Research-driven. Transparent. Live.
World model for markets. Learns market dynamics and generates scenario distributions, not point forecasts. API and SDK for funds, platforms, and agents.
CoinStats
Scores tracked by 1M+ users worldwide
Hyperextropy Vault
Scenario-driven allocation on-chain
Prophetica
1000+ daily forecasts for the top crypto assets
03 VOYONS
Embed the World Model
A learned market simulator exposing scenario distributions, regime dynamics, and risk surfaces.
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Scenario Trees
Generates thousands of plausible futures per query. Quantify tail risks before execution.
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Learned Dynamics
Learns directly from market data. Adapts to regime shifts and tail events.
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Production-Ready
REST API and Python SDK. Hyperextropy and CoinStats run on Voyons.
Demo: Scenario simulation showing risk analysis across multiple scenarios. Try it yourself at playground.duonlabs.com
Pushing the Frontier
SICK BIDE
Assumption-free distribution modeling via GPU-accelerated probabilistic computations.
Read More →Probabilistic Analysis
Multi-scenario market analysis frameworks for uncertainty quantification.
Read More →Work With Us
Integrate world model infrastructure into your platform, fund, or agentic finance stack.