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Claims in days, not weeks. Quotes in minutes, not hours.

AI for claims intake, triage, fraud signals and underwriting support, built for insurers and MGAs.

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  • 48–72 HOURS
  • TOP 3% ENGINEERS
  • 100% REPLACEMENT
01 · WHAT WE DO

What we do.

  • Claims intake and document extraction

    reading forms, photos, estimates and reports, and turning them into clean structured data.

  • Triage and straight-through processing

    for simple claims, with clear rules on what is simple.

  • Underwriting assistants

    that summarise risk and suggest pricing inputs for the underwriter to accept or change.

  • Fraud and anomaly signals

    for investigators, shown as flags with reasons and not as verdicts.

  • Policyholder communication

    status updates and self-service, so people stop phoning to ask where their claim is.

02 · HOW WE WORK

How we work.

We start by following real claims or submissions from start to finish, with your handlers and underwriters. We measure where time goes. Then we automate the steps with the clearest rules first and keep a person at every decision that carries financial or legal weight. We run new flows in shadow mode before they go live. Every automated step writes a record of what it read, what it decided and why. Handlers can override, and we learn from the overrides.

03 · WHO THIS IS FOR

Who this is for.

  • Claims heads whose handlers spend most of their day on data entry and chasing documents.

  • Insurers and MGAs with quote backlogs that cost them business.

  • Underwriting leads who want consistent risk summaries across the team.

  • Fraud and SIU teams that need better signals without more false alarms.

  • Operations leaders running older policy and claims systems who cannot replace them yet.

04 · WHAT YOU GET

What you get.

  • A map of your current claim or quote process with time spent at each step.

  • Document extraction tuned to your forms and formats.

  • A triage and straight-through flow with rules your team approves.

  • An underwriting assistant integrated into the tools underwriters already use.

  • Fraud and anomaly flags with explanations for investigators.

  • Policyholder status updates and a simple self-service view.

  • Dashboards for cycle time, straight-through rate and override rate.

  • Documentation and runbooks.

  • Top 3% of applicants
  • Start in 48–72 hours
  • Dedicated account manager
  • 100% replacement guarantee
05 · TYPICAL TIMELINE

Typical timeline.

Integration with core systems is usually the longest part.

  1. 01

    Weeks 1 to 3

    process mapping, sample collection and baseline measurement.

  2. 02

    Weeks 4 to 8

    extraction and triage build, tuned on your documents.

  3. 03

    Weeks 9 to 11

    shadow mode alongside handlers, rule tuning.

  4. 04

    Weeks 12 to 14

    controlled go-live for simple claims or one line of business.

  5. 05

    After that

    widen coverage, add fraud signals and communication features.

PROOF

Proof

A regional insurer settled simple claims in 3 days and cut average cycle time from 10 to 6 days overall. An underwriting assistant cut quote time from 10 working days to about 6.5, which is 35% less. Our engineers join your standup within 72 hours, and about 3% of applicants pass our 4-gate vetting.

FAQ

Questions buyers ask.

Straight answers, before the first call. Ask us something else →

No. It takes the reading, typing and chasing off their desks so they can spend time on the claims that need them. Decisions with real financial or legal weight stay with people.

KEEP EXPLORING

LET'S TALK. Start now.

Tell us what you're building. We'll come back with a plan and matched, pre-vetted engineers.

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