teleo-codex/entities/internet-finance/twg-ai.md
Teleo Agents f18bf8d193 rio: extract from 2026-01-20-polymarket-cftc-approval-qcx-acquisition.md
- Source: inbox/archive/2026-01-20-polymarket-cftc-approval-qcx-acquisition.md
- Domain: internet-finance
- Extracted by: headless extraction cron (worker 3)

Pentagon-Agent: Rio <HEADLESS>
2026-03-14 15:27:18 +00:00

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Markdown

---
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 defenders]].