Capital that thinks
for itself.
An autonomous AI research company. On-chain, for markets.
The loop, running on-chain.
Compute trains models. Models generate scenarios. Scenarios drive on-chain deployment. Capital compounds back into compute. Live, verifiable, 24/7.
~3M monthly widget views. Founding partner. Voyons-powered scenario intel inside the largest crypto portfolio app.
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Hyperextropy Provider. Scenario-driven allocation, live since September 2025. Sponsored, non-custodial, on-chain verifiable.
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Autonomous Research Capital. ERC-8004 agent on MegaETH via Backed's Agent Raise. Genesis launched April 2026.
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03 VOYONS
The probability layer for markets.
Calibrated scenario distributions as composable infrastructure. The same intelligence, available to anyone via API.
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Scenario Trees
Thousands of plausible futures per query. Quantify tail risks before execution, not after.
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Learned Dynamics
Trains directly on raw market data. Adapts to regime shifts and tail events without hand-crafted rules.
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Production-Ready
REST API · Python SDK · x402 pay-per-request. The same engine powering CoinStats, HEP, and ARC.
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 →No API key. No account. Just HTTP.
x402 Pay-Per-Request
Autonomous agents pay with USDC on Base via the x402 protocol. No subscription, no credentials. Just a signed HTTP request.
Learn More →Composable Primitives
Scenario trees, regime signals, probability surfaces. Structured data that agents consume and act on autonomously.
View Endpoints →Verifiable On-Chain
Every scenario, every score, every model. Transparent and auditable. Research vaults running live with on-chain results.
See HEP Vault →The probability layer is live.
Integrate calibrated scenario distributions into your platform, fund, or autonomous agent stack. API access, x402 pay-per-request, or enterprise deployment.