Coverage for every market you quote—equities, fixed income, crypto, spot, listed derivatives—operational even without an order book in markets like U.S. Treasuries RFQ, OTC venues and DeFi pools. Behavior-centric models detect manipulation even when liquidity is thin or fragmented, unlocking access to deeper and safer liquidity while reducing infrastructure overhead.

Real-time detection combines order book and behavioral analytics with external signals to flag spoofing, layering, and crowd-driven volatility before it widens spreads, undermines liquidity obligations, or erodes client trust.

Uncover correlated manipulation across spot, derivatives, onchain and offchain markets —like cross-product spoofing, price pressure, and latency arb—frequently overlooked by legacy surveillance systems monitoring venues in silos.


Purpose-built models detect in real time evolving risks in decentralized ecosystems —rug pulls, CeFi/DeFi price manipulation, token ecosystem threats, and counterparty exposure in DeFi pools— to protect market makers’ flow, safeguard execution integrity and unlock safer access to DeFi liquidity.