Dossier · Insurance market
The Lloyd's / UK
evidence brief.
AI risk becomes transferable only when it becomes recordable.
MAND8 gives insurers, MGAs, reinsurers, and brokers a receipt layer for delegated authority, underwriting controls, incident review, claims evidence, and renewal justification — portable across the placement chain.
Bottleneck ↔ artifact
What blocks placement, and what unblocks it.
| Market bottleneck | MAND8 artifact |
|---|---|
| Undefined AI exposure | Structured evidence maturity and control-state receipts. |
| Delegated authority drift | Receipted authority boundary at the moment of action. |
| Unverifiable incident history | Signed incident-to-mitigation chain with integrity checks. |
| Claims reconstruction gaps | Portable bundles instead of vendor-controlled logs. |
| Renewal pricing disputes | Durable record of controls in force across the period. |
In the brief
What the brief covers.
Market thesis
Why AI exposure stalls at underwriting review today.
Receipt model
The Universal Insurance Receipt field set and verification path.
Placement chain
How bundles move between insured, MGA, carrier, and reinsurer.
Adoption path
Open-core developer wedge into insurer-side review.
Bankabil provides compliance-supporting evidence infrastructure. It does not guarantee regulatory approval, insurance coverage, legal admissibility, or examiner acceptance.