---
type: entity
entity_type: company
name: TWG AI
domain: internet-finance
status: active
tracked_by: rio
created: 2026-03-11
---

# TWG AI

TWG AI is an analytics company specializing in AI-powered pattern detection. In January 2026, TWG AI partnered with Polymarket and Palantir to build surveillance infrastructure for sports prediction markets.

## Timeline

- **2026-01-XX** — Partnered with [[polymarket]] and [[palantir]] to build surveillance system detecting suspicious trading and manipulation in sports prediction markets, providing AI analytics to flag unusual patterns

## Relationship to KB

TWG AI's role in prediction market surveillance demonstrates the application of AI analytics to market integrity monitoring, relevant to discussions of manipulation resistance in [[futarchy is manipulation-resistant because attack attempts create profitable opportunities for arbitrageurs]].