BAND-COORDINATED CLAIM INTELLIGENCE

One claim.
Six specialists.
One trusted thread.

InsureThread turns fragmented claim review into a coordinated multi-agent operation, with every fact, handoff, and decision preserved in Band.

Run a claim review Explore architecture
6

specialist agents

1

shared claim state

100%

traceable decisions

Live claim thread

CLM-2026-48391
Review active
Intake Agent

Published structured findings to Band

LangGraph
Coverage Agent

Published structured findings to Band

CrewAI
Fraud Agent

Published structured findings to Band

AutoGen
04
Reserve Agent

Reading shared claim context...

Custom Python
BAND COLLABORATION LAYER

State synchronized · Audit trail preserved · Handoffs coordinated

The operating problem

Claims are complex.
Coordination should not be.

Fragmented

Disconnected decisions

Policy, fraud, and financial reviews happen in silos, losing context at every handoff.

Opaque

Unclear reasoning

Black-box automation makes it difficult for adjusters to defend or revise a recommendation.

Inconsistent

Variable outcomes

Manual processes create handling variance, reserve leakage, and avoidable operational delay.

The agent team

Specialized minds.
Shared memory.

Each agent owns a clear decision domain. None call each other directly. Band is the durable collaboration layer that connects their work.

01

Intake Agent

LangGraph

02

Coverage Agent

CrewAI

03

Fraud Agent

AutoGen

04

Reserve Agent

Custom Python

05

Workflow Agent

LangChain

06

Supervisor Agent

Band orchestration

Structured state

Every specialist reads and enriches one typed claim record.

Coordinated handoffs

Findings become context and tasks for the next stage.

Governed outcome

A supervisor and human reviewer retain final authority.

End-to-end workflow

From first notice to final action.

01FNOL normalized

Messy intake becomes structured, reusable facts.

02Coverage verified

Policy terms and open questions shape downstream work.

03Risk quantified

Fraud signals and exposure drive investigation and reserves.

04Work orchestrated

Findings become prioritized operational tasks.

05Decision governed

Supervisor reconciles the complete thread.

06Human feedback

Reviewers can revise the outcome without losing history.

Auditability

Every decision explains itself

Reasoning summaries, confidence, structured JSON, and immutable messages stay visible.

Business value

Faster, tighter operations

Reduce handling time and improve reserve consistency without removing human control.

Scalable design

One thread, many use cases

Extend the same collaboration model across auto, property, and liability claims.

See the collaboration live

Put a claim through the thread.

Launch interactive demo