Build point-in-time evidence
Keep datasets, filings, features, and availability timestamps aligned with what was actually knowable.
Research and paper trading
Evidence first. Risk always in the room.
A single-owner quantitative research and paper-trading platform built around point-in-time data, reproducible evidence, and deterministic risk controls.
Every simulated decision keeps its data, model, evidence, risk ruling, and paper outcome connected.
In developmentPrivate web deployment
StableIQ is under active private development.
FORM BOOK / 024Night WatchSTEWARD: PROVEN
DATA ORIGINPOINT-IN-TIMEENVIRONMENTLOCAL PAPERRULINGABSTAINTRACKDEFENSIVE
Evidence · policy · authorization · reconciliation
An auditable loop
From research question to paper result.
Test reproducibly
Train, backtest, and compare candidates with versioned inputs, costs, benchmarks, and limitations.
Ask the Steward
Run every proposed exposure change through deterministic health, allocation, and risk policy.
Reconcile the paper trail
Connect targets, authorizations, paper orders, fills, accounting, and outcomes without rewriting history.
Paper only
Research software, not a promise of returns.
StableIQ is deliberately unable to place live-money orders and treats abstention as a valid outcome.
No live-money execution path
No guaranteed returns or profitability claims
No outside customer capital
No model or LLM authority over risk controls
How it feels
Measured, inspectable, and honest.
Visible data provenance
Explicit paper labels
Deterministic safety gates
Durable audit records
Clear degraded states
Product principles
The system should be able to explain itself.
StableIQ is built for one owner researching U.S. equities in a local or small private deployment.
Historical simulation and paper results are not realized performance, investment advice, or evidence that a strategy will work with live capital.
- Point-in-time datasets
- Reproducible research
- Evidence-backed analysis
- Deterministic Steward
- Paper execution
- Auditable accounting
More information