Quintic Labs is the real-time intelligence layer for financial markets — a live fabric of news, flow, dealer positioning and regime signals, fused by ARLO, our autonomous research and learning organism.
Every trading desk reads the same news, watches the same tape, subscribes to the same feeds. Alpha no longer lives in the data — it lives in the speed and structure of interpreting it. Quintic Labs is built to do exactly that.
News wires, options flow, dark-pool prints, insider filings, credit spreads, macro prints, social velocity — fused into a single unified signal surface updated continuously across a 1,600-name universe.
ARLO reasons in regimes, not candles. It knows what dealers are hedging, what insiders have done in the last 90 days, and how each sector behaved the last four times spreads widened this fast.
Our conviction engine is tuned for pre-move positioning — dollar flow, volume microstructure and dealer pressure all front-run the tape. By the time the print lands, Quintic has already acted.
We are not a dashboard. We are not a fund. We are the real-time intelligence layer for the next decade of institutional capital.— Quintic Labs Operating Thesis
Five integrated layers. One continuous feedback loop. ARLO ingests, interprets, decides and acts — and then critiques its own performance and rewrites itself.
Most quant stacks are static: a model is trained, deployed, and degrades quietly until a human intervenes. ARLO is designed for autonomy — it diagnoses its own failures, proposes feature and hyperparameter changes, spins up candidate architectures in its internal tournament, and promotes the winners without human bottleneck.
The result is a system whose edge compounds with market exposure rather than erodes. Every design decision serves two non-negotiable targets:
Frontier-model-backed orchestrator that plans, critiques and reconciles signals across horizons. Speaks the language of portfolio managers.
Continuous ingest of news, options flow, dark-pool prints, ETF flows, filings and macro data — normalized into a single event stream.
Diagnosis engine plus model factory. Runs candidate architectures in parallel, evaluates on out-of-sample regimes, promotes winners automatically.
Ask ARLO anything — "what's our NVDA risk if AI capex guides down 10%?" — and receive a sourced, position-aware answer in seconds.
Broker-integrated order router with decay-velocity sizing and regime-aware risk limits. Executes only when Brain and Lab agree.
A rolling window of live conviction events. Full signal metadata — confidence decomposition, feature attributions, downstream order intent — is reserved for verified institutional partners.
Quintic publishes every signal and every closed position with a verifiable timestamp. Full performance data — annual returns, Sharpe, drawdown, hit rate and the complete signal ledger — is released to accredited investors after verification per Regulation D 506(c) requirements.
Quintic Labs' live trading record is independently audited, on-chain timestamped, and released only after accredited-investor verification. The full report includes monthly returns, attribution, risk metrics and the complete ledger of timestamped signals.
What ARLO sees, what we're building next, and how real-time signal fusion changes the economics of active management.
The dollar flow that predicted the October 2024 rotation was visible in options dealers' books three days before the tape moved. We break down why most signal providers are measuring the wrong half of the trade.
How our model factory promotes new architectures without human intervention, and why that's only possible inside a tournament structure that's paranoid about its own failure modes.
Why dealer hedging pressure front-runs the cash tape on liquid single names — and how Quintic's pressure-velocity feature turns dealer mechanics into a tradable signal.