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Oddpool

Sp26Pivot 3 of 3
2 people|Active|Website
FintechFinanceAnalytics
111°Near Reinvention
Before

Real-time threat detection for AI agents in production

After

Institutional data broker for prediction markets

Full description — before

We built the most accurate indirect prompt injection classifier available today, trained by the team behind Microsoft's Prompt Shields. Our model catches the attacks that generic guardrails miss: hidden instructions embedded in documents, emails, tool outputs, and retrieval results that manipulate your agent from the inside. Connect your observability stack and Benchspan monitors every LLM call, tool invocation, and RAG retrieval in production. We learn your agents' normal behavior and flag data exfiltration, unauthorized tool access, and behavioral drift before they cause damage

Category shift
AI CybersecurityAI Investment & Research
Summary

Benchspan pivoted from AI security infrastructure to institutional data brokerage for prediction markets - completely unrelated products and markets.

Detected today · 2026-04-30
Company journey — 3 pivots
Current

Institutional data broker for prediction markets(viewing)

111.4°Near Reinvention2026-04-30
131.6°Near Reinvention2026-03-26
Started as

Institutional data layer for prediction markets