PreReason
Sourced market-context briefings formatted for consumption by AI agents
PreReason supplies agent-readable market briefings covering macro, rates, credit, FX, commodities, Bitcoin and listed equities in the US, Japan, Korea and India, each figure carrying a source. Access is via REST, MCP or per-call crypto payments, and the underlying numbers are not model-generated.
GAII take
Niche agent-infrastructure play; useful for prototyping, but institutional users will need licensing clarity on underlying data.
Niche agent-infrastructure play; useful for prototyping, but institutional users will need licensing clarity on underlying data.
- Website
- prereason.com
- Company type
- Startup
- Status
- Active
- Founders
- Daniel Kalski
- Buyer
- Hedge fundsRetail investors
- Asset class
- Multi-assetDigital assetsMacro, FX & commodities
- Workflow
- Research & diligenceRisk & monitoring
- Ai capability
- Agents & automation
- Delivery
- API / data feed
GAII ID GAII-T0345 · Updated 2026-10-22 · Compiled from public sources for educational and informational purposes. Not investment advice.