AI analytics platform Polysights raises $1.5M pre-seed funding to combat insider trading in prediction markets. The raise was backed by YZi Labs S3, Maven 11 Capital, and angels from Kraken and Consensys, plus grants from Polymarket and AWS.

13.36M Polymarket OrderFilled events still leave OrderPlaced and OrderCancelled off-chain, so surveillance has to infer intent from fills, wallet behavior, and public-event timing instead of reading a clean audit trail. Polysights sits in the compliance middleware lane prediction markets need if they want CFTC/Kalshi-level legitimacy without killing crypto-native liquidity; the hard part is separating sharp public-info traders from the 1,950-account “insider” heuristic bucket researchers are already arguing about.

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