INDUSTRIES · INSURANCE

AI for carriers, MGAs, and claims teams that need to scale.

31 insurance clients. Multi-agent claims triage, FNOL voice, underwriting copilots, and policy-doc RAG. Built for adjuster speed and audit defensibility.

31INSURANCE CLIENTS
92%AUTO-RESOLUTION ON SUB-$25K
6 hrsAVG CLAIM CYCLE TIME
$3.8MANNUAL OPEX REMOVED

Insurance is reading + judgment. AI does both well.

Property & casualty, specialty, life, and reinsurance. We've built claims-triage agents that auto-resolve simple property claims, FNOL voice agents that take the first call at 2 AM, and underwriting copilots that read submissions and quote in minutes.

Insurance is heavy on documents, decisions, and audit. Every system we ship is rubric-driven (the rubric comes from your senior adjuster, not us), eval-tested, and traceable down to the prompt and tool call.

We sign BAA where required, deploy in your VPC, and integrate into Guidewire, Duck Creek, and Origami without complaining.

Where AI ships claims faster, without losing the trail.

Claims triage agents

Reads FNOL, photos, police report, vendor invoice; auto-resolves simple claims, escalates the rest with a written rationale.

92% AUTO-RESOLVE < $25K

FNOL voice intake

24/7 voice agent that takes the loss notice, structures it into the system, dispatches the field adjuster.

6 MIN AVG CALL

Underwriting copilot

Reads the submission, runs ratings, drafts the quote, surfaces missing info to the broker.

2.8x SUBMISSION THROUGHPUT

Subrogation finder

Reads closed claims; flags subrogation opportunities your team missed.

$1.2M FOUND / QTR

Policy-doc RAG

Cited Q&A over policy wordings, endorsements, and exclusions. For broker support and adjuster reference.

100% CITED

Fraud signal triage

Reads the file + external signals; ranks fraud likelihood, hands off to SIU with a packet.

41% LIFT IN SIU HIT-RATE

What we know about insurance.

Carrier ops, MGA workflows, claims platforms, and reinsurance flows. We've shipped to all of them and we won't slow you down learning the basics.

PLATFORMS
Guidewire, Duck Creek, Origami
Native integration; no scraping.
DOCS
ACORD, ISO, custom forms
Parsers tuned per LOB.
VOICE
FNOL-grade
Carrier-recorded, court-defensible.
MODELS
Underwriting + triage
Eval'd against senior adjuster rubric.
AUDIT
Per-decision trace
Replayable end-to-end with prompts.
COMPLIANCE
SOC 2, BAA
NAIC alignment; state DOI defensible.

Featured engagement

FEATURED · MERIDIAN CLAIMS · P&C CARRIER

A multi-agent claims triage system that auto-resolves 92% of incoming property claims under $25k. Built in 14 weeks.

Read the case study
92%
AUTO-RESOLUTION
40
FTE TRIAGE TEAM REPLACED
$3.8M
ANNUAL OPEX REDUCTION
6 hrs
AVG CYCLE TIME

A few of the others.

Strata Insure
SPECIALTY MGA
Underwriting copilot + RAG.
Northwood Mutual
REGIONAL P&C
FNOL voice + triage.
Pacific Re
REINSURER
Treaty-doc RAG + analytics.
Citadel Health
HEALTH PAYER
Authorization triage.
Vanguard Surety
SURETY MGA
Bond-prep automation.
Halcyon Life
LIFE CARRIER
New-business triage + ID.
Apex Specialty
E&S BROKER
Submission copilot.
Cardinal Auto
AUTO CARRIER
Photo-claim triage.

What we typically deploy in insurance.

Building AI for insurance?

We'll share two private case studies under NDA on the first call. Bring your roadmap; we'll bring opinions.