Approach

Every step leaves a record.

A trading team can see where the data came from, why a signal fired, which risk rule applied and who owns the next decision.

Define the market job

Choose the asset universe, venues, decision horizon, latency envelope and the person responsible for the result.

Market scope · decision owner · acceptance plan

Align exchange, order-book, on-chain and event data to a common clock, with lineage and feed-health checks.

Data contracts · timestamps · fallback feeds

Run the same versioned strategy across representative bull, bear, sideways and stress windows, including fees and slippage.

Backtest versions · risk traces · review notes

Connect a validated signal to portfolio limits, circuit breakers, observability and a named operational owner.

Release gate · execution policy · runbook

See it applied