Technology | Kestrel Alpha Capital

Technology

Low-latency execution and a research platform that treats every signal as a hypothesis.

The same pipeline carries a model from a notebook to the order path, with an independent gate in the middle.

Execution

Microseconds where they matter.

Venue connectivity runs from co-located infrastructure with microsecond-level instrumentation. Order management, pre-trade risk checks and kill switches sit in the path of every order, not beside it.

For strategies that hold longer than a few seconds, speed matters less than understanding each venue's matching engine. We invest in both.

Research platform

Reproducible by construction.

Tick-level market data is versioned and immutable. Researchers work on a shared GPU cluster with experiment tracking and automated backtests against transaction-cost models fitted on our own fills.

An independent group reviews every model before it trades: out-of-sample performance, capacity, decay and behaviour under stress. Production models retrain on a schedule and are monitored for drift.

Platform

What the stack is made of.

Co-located gateways with hardware timestamping on every venue we make markets on
A versioned tick store and feature pipeline shared by research and production
Experiment tracking, model cards and signed model artefacts
Pre-trade risk and position limits enforced in the order path
Treasury systems segmented from trading; multi-party approval for withdrawals
Least-privilege access with hardware-backed authentication for production
Continuous drift monitoring with automatic de-risking
Incident reviews written up and read by everyone

Security

Responsible disclosure.

Trading, treasury and corporate systems are segmented and monitored. Reports about the security of our systems are welcome at security@kestrelalpha.com; our policy is published at /.well-known/security.txt.