Kinetic Quantum Router
A liquidity router that reads order flow across major exchanges and sends each order to the best venue in under a millisecond.
- Client
- A proprietary trading desk
- Our role
- ML models and low-latency engineering
- Year
- 2025
- Built with
- C++, Python, AWS
The problem
The desk was losing money to slow, rule-based routing. Prices moved before orders landed, and nobody could explain why one venue was picked over another.
What we built
We trained models on the desk's own order history, moved the hot path to C++, and added a replay tool so traders can see why each decision was made.
What changed
Orders now route in 0.8 ms on average, and every routing decision can be replayed and audited.
- Average execution time
- 0.8 ms
- Decisions replayable
- 100%
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