MAND8
Evidence for insurable AI risk.
Verifiable risk receipts for underwriting, authority, controls, and claims.
MAND8 turns AI-enabled insurance actions into verifiable risk receipts for underwriting, delegated authority, controls, incidents, claims review, and renewal evidence.
AI risk becomes insurable only when it becomes recordable.
Recordable, reviewable, and independently verifiable. MAND8 gives insurers, MGAs, reinsurers, cyber-risk teams, and AI vendors a receipt layer for showing what happened, under what authority, under which control state, and with what evidence.
Underwrite AI with records, not promises.
Delegated authority
Receipt the action, authority boundary, underwriting rule, reviewer status, and control state.
AI exposure underwriting
Turn AI system behavior, safeguards, incident history, and evidence maturity into structured underwriting artifacts.
Incident-to-renewal evidence
Preserve the chain from AI event to incident review, mitigation, renewal decision, and pricing justification.
Claims and coverage review
Give reviewers durable evidence packets instead of platform screenshots, narrative summaries, or vendor-controlled logs.
The shape of a risk receipt.
| Field | Meaning |
|---|---|
| action | The AI-enabled insurance action being recorded. |
| authority | Delegated authority boundary in force at the time. |
| control_state | Declared safeguards and their enforcement status. |
| reviewer | Human reviewer identity and disposition, if any. |
| incident_ref | Link to related incident, mitigation, or claim record. |
| digest | Tamper-evident hash of the canonical record. |
| verification | Independent integrity check output. |
Illustrative field set. MAND8 supports risk transfer review; it does not guarantee coverage, pricing, or market acceptance.
Make AI risk
insurable.
MAND8 is the insurance product line in the Bankabil system — built on INK Receipts and the BIL Kernel.