Mash AI
Insurance Agent−40%

Claims Agent

From notification to payment, on its own.

Not a chatbot, an insurance specialist. Runs simple, high-volume claims end-to-end, first notice through payment, and hands the edge cases to an adjuster with the assessment ready. The code is yours.

Claims Agent−40%
In
  • Reference masters
  • Documents & forms
  • Historical data
agent
Out
  • Drafted communications
  • Audit-ready evidence
  • Exception flags
High-volume claims teams100% audit
0%
Headline result
0%
Policy questions to staff
0 wks
Typical time to live
The problem

Why this work breaks at scale.

It burns senior time on low-judgment steps and leaves no clean trail of why each call was made.

With Claims Agent: lower cost to settle.
Capabilities

What the Claims Agent does for your team.

01

Deterministic where it matters

Regulated or high-stakes steps follow fixed, testable workflows, generative help is reserved for drafting and ideation.

02

Reads what you already have

Ingests documents, records, and messages in the formats your insurance stack produces, no clean-room data prep required.

03

Writes a complete audit trail

Every step is timestamped and reversible, giving you 100% coverage for internal review and external audit.

04

Human-in-the-loop by design

Routine cases run end-to-end; anything above your confidence or value threshold is routed to a person with the full context attached.

How it works

Quote, bind, and pay, without the swivel-chair.

01

Listen

Watches the queue, inbox, or event stream for new work to pick up.

02

Analyse

Cross-references each item against policy, history, and live context.

03

Recommend

Surfaces a scored recommendation with the evidence behind it.

04

Hand off

Acts autonomously below threshold; routes to a person above it.

Inputs
  • Reference masters
  • Documents & forms
  • Historical data
  • Email & chat
Outputs
  • Drafted communications
  • Audit-ready evidence
  • Exception flags
  • Posted transactions
Fits your stack

Deployed into the systems you already run.

No rip-and-replace. The Claims Agent connects to your existing insurance tooling and writes back to your system of record.

GuidewireDuck CreekSalesforceSAPVector DBDocument AI
In production

Deployed for High-volume claims teamslower cost to settle.

See a case study
Questions

The practical details.

Every action is logged, reversible, and traceable to source, giving you 100% audit coverage. The platform is SOC 2 compliant and deployable in your private cloud or on-prem.

A first version typically runs against your own data within weeks, the first agent can be live in as little as 48 hours, with full deployment in two to eight weeks.

Yes. You own 100% of the IP, code, and documentation. There is no platform lock-in and the full system transfers to your team.

No. It removes the low-judgment, repetitive work and routes anything consequential to a person with the context attached, so your team spends time where judgment actually pays off.