Insurance components, already built.
We built an AI-native platform for insurance that supports the full range of AI use cases across the value chain. Its depth and reusability are what let us deliver insurance solutions faster, with lower delivery risk and regulator-ready governance from day one.
What makes it defensible.
Five properties you only get when the platform is built for insurance from the ground up. Each took a year to build and validate against specialty insurer data.
Reads a slip, proposal form, loss run, and SOV natively.
Out of the box. 97% field accuracy. Frontier models without insurance training sit at 60–70%.
Every specialty line on the same engine.
D&O, surety, PI, cyber, marine, property and energy, and financial institutions share the same components, governance and decision trail. Each new line builds on the last.
Lower inference cost per decision.
Insurance-trained models read the document on the first pass. No prompt-engineering workarounds, no retries on failed parses.
One risk record per insured.
Every agent reads from it and writes to it. Submissions, renewals, notifications and endorsements compound into the full history of the risk.
Cloud, on-premise or air-gapped.
You choose where data lives. Lloyd's, PRA, FCA and EU AI Act obligations are built in, not bolted on. Procurement and regulator objections vanish.
Pre-built. Insurance-specific. Not a generic AI toolkit.
Components that already understand slips, proposal forms, loss runs, SOVs and wordings, so underwriting starts from a structured view of the risk.
- Submission triage: appetite, completeness, priority
- Slip and proposal form extraction
- ACORD form ingestion and field extraction
- Loss run structuring and claims development
- SOV and COPE data reconciliation
- Financial statement analysis
- Contradiction detection across documents
- Appetite and authority checks
- Regulatory and sanctions validation
- Wording and endorsement comparison
- Decision memo generation
- Referral routing to the underwriter
ACORD forms and loss run reports, read natively.
These documents are the language of underwriting and actuarial work. Generic document AI misses the fields that matter; our models are trained on the forms specialty underwriters actually receive.
ACORD form processing
ACORD 125, 126, 140 and other commercial-line application forms are extracted, normalized and mapped to your submission schema. Risk details, coverages, limits and named insureds flow straight into underwriting triage without re-keying.
Loss run report structuring
Loss runs from any insurer are parsed into structured claim histories. Development, severity and notifications are surfaced for underwriters, not buried in PDFs.
Plug into your core. Don't replace it.
Pre-built integrations into the systems insurers, syndicates and MGAs actually run. The system of record stays where it belongs.
Three topologies. One platform.
Pick the model your security and regulator already approve. The platform, components and governance stay the same.
Explainability, guardrails, audit. On every workflow.
Explainability
Factor-level reasoning on every model decision. Underwriters see why, not just what.
Guardrails
Confidence thresholds, scope boundaries and human-in-the-loop on every agent action.
Audit trails
Append-only logs of every input, decision, override and outcome. Exportable for regulator review.
Regulatory alignment
Lloyd's, PRA, FCA, EU AI Act, CBUAE, SAMA, and IRDAI. Evidence packs prepared from day one.
Bring us a submission.
A D&O renewal, a bond request, a marine risk. Send one, redacted or synthetic, and see the decision your underwriter would receive.