Computes indicated rates from user-supplied loss costs using Loss Cost Multiplier (LCM) decomposition arithmetic per ASOP 25. Enter your own pure loss costs and loading components. This tool performs the LCM math only; it does not embed, store, or redistribute ISO/Verisk advisory loss costs or any proprietary rate-bureau filing.
Copy this paragraph into Claude, OpenClaw, or any MCP-aware agent to run this exact tool, with this sample, and verify the artifact.
Run the AINumbers MCP tool `compute_lcm_rate_derivation`. Task: Compute the Loss Cost Multiplier (LCM) and indicated insurance rate from user-supplied loss costs and expense/profit loadings.
Call it with arguments: {"policy_parameters":{"pure_loss_cost":120,"lae_pct":0.12,"fixed_expense_pct":0.08,"variable_exp_pct":0.1,"profit_pct":0.05}}
Verify before trusting: call `verify_execution_hash` on mcp.ainumbers.co (https://mcp.ainumbers.co/mcp) with the parameter `claimed_hash` set to the returned `execution_hash`, passing the full artifact the run returned (the object containing `policy_parameters` + `output_payload` + `execution_hash`; equivalently `policy_parameters` + `output_payload` with `claimed_hash`), not the bare hash string.
Return the ledger link https://ledger.ainumbers.co/ so a human can re-verify without contacting us.
PII rule: All inputs are processed locally in your browser. No data is transmitted. Do not enter real personal data — use synthetic or anonymised inputs only.
Open the tool with the sample prefilled: https://ainumbers.co/chaingraph/art-255-compute-lcm-rate-derivation.html#p=v1.H4sIAAAAAAAA_wFnAJj_eyJwdXJlX2xvc3NfY29zdCI6MTIwLCJsYWVfcGN0IjowLjEyLCJmaXhlZF9leHBlbnNlX3BjdCI6MC4wOCwidmFyaWFibGVfZXhwX3BjdCI6MC4xLCJwcm9maXRfcGN0IjowLjA1fboTl2ZnAAAA