Quantum Signals
Order-book prediction models for institutional execution
Quantum Signals builds machine-learning models on Level II order-book data to forecast short-horizon price moves in liquid futures and ETFs, initially to improve execution of large orders. Founded by quantum-computing researchers, it plans to adopt quantum methods as hardware matures and has announced a Société Générale partnership.
GAII take
Value rests on today's classical models, not the quantum roadmap; measure implementation-shortfall gains in a controlled pilot.
Value rests on today's classical models, not the quantum roadmap; measure implementation-shortfall gains in a controlled pilot.
- Website
- quantumsignals.ai
- Headquarters
- Paris, France
- Founded
- 2024
- Company type
- Startup
- Status
- Active
- Founders
- Yianni Gamvros, Iordanis Kerenidis
- Buyer
- Investment banksHedge funds
- Asset class
- Macro, FX & commoditiesPublic equities
- Workflow
- Trading & execution
- Ai capability
- Time-series ML
- Delivery
- API / data feed
GAII ID GAII-T0359 · Updated 2026-10-22 · Compiled from public sources for educational and informational purposes. Not investment advice.