TLDR Polymarket has partnered with Palantir Technologies and TWG AI to build an AI-powered sports market integrity platform The system is built on the Vergence AI engine, developed through a joint venture between the three companies in 2024 It will monitor trades end-to-end, covering order flow, execution data, and settlement activity Tools include real-time anomaly detection, participant screening, and automated compliance reporting The move comes after state regulators criticized prediction markets for lacking integrity controls
Polymarket announced Tuesday it has teamed up with Palantir Technologies and TWG AI to build an AI-driven platform designed to monitor and protect the integrity of sports prediction markets.
The announcement follows growing pressure from state regulators who argue prediction markets lack the oversight tools required of licensed sportsbooks.
In December 2025, Connecticut’s Department of Consumer Protection said prediction markets had “no integrity controls in place.” Around the same time, New York Attorney General Letitia James warned that the platforms “operate without consumer protections” and aren’t subject to regulatory review.
The new platform is built on the Vergence AI engine, a system developed through a joint venture between Polymarket, Palantir, and TWG AI last year.
Polymarket founder and CEO Shayne Coplan said the goal is to let sports prediction markets grow responsibly. “Our partnership with Palantir and TWG AI allows us to apply world-class analytics and monitoring to sports markets while building tools that can help leagues and teams maintain confidence in the games themselves,” he said.
How the Monitoring System Works
The platform will monitor trading from start to finish, covering order flow, execution data, and settlement activity both before and after trades take place.
One of its core tools is a near real-time anomaly detection model. This system analyzes trading behavior to flag unusual patterns, coordinated activity, or potential manipulation.