LyraMind OS
Do AI systems understand your filing?
The future reader of a filing isn't Google, it's Claude, GPT, Gemini, and every institutional and autonomous agent. This report tells you whether they'll understand you correctly, with a verdict of AI_READY, IMPROVE_BEFORE_FILING, or HIGH_MISREAD_RISK.
- Sub-scores across every audience of AI reader
- The predicted questions the filing will trigger + the exact span + the fix
- Recorded to the Trust Ledger, auditable improvement release over release
- Delivered as a continuously-updated workspace, not a one-off report
POST /v1/ai-readiness/report · MCP lyramind_ai_readiness