Claims Investigation Automation for Adjusters

Let your AI agent handle email follow-ups, summarize interviews, and flag missing information—so you can focus on resolving claims, not chasing paperwork.

As a claims adjuster, you waste hours every week digging through Outlook threads, updating Excel trackers, and piecing together incomplete files from shared drives. Manually following up with agents and claimants for missing documents or clarifications is tedious and easy to get wrong. The risk of errors and delays grows with every claim you manage.

An AI agent that helps claims adjusters automate follow-ups, spot errors, and compile investigation reports using your claims data and email.

What this replaces

Draft follow-up emails in Outlook to request missing accident reports
Track open claim issues in Excel or Google Sheets
Summarize interview notes manually for each claim file
Review claim correspondence line by line for inconsistencies
Compile lists of questionable claims for supervisor review

The hidden cost

What this is really costing you

In financial services, claims adjusters spend countless hours drafting emails, reviewing correspondence, and tracking unresolved issues across Outlook, Excel, and claims management systems like Guidewire. Every missing police report or unclear statement means more back-and-forth, manual note-taking, and risk of oversight. These repetitive tasks slow down claim resolution and distract from higher-value investigations.

Time wasted

2 hrs/week

Every week, burned on work an AI agent handles in minutes.

Money lost

$4,500/year

In salary, missed revenue, and operational drag — annually.

If you keep ignoring it

Delays in claim settlements, increased risk of payout errors, and dissatisfied policyholders or agents.

Cost estimates derived from U.S. Bureau of Labor Statistics occupational wage data and O*NET task analysis.

Return on investment

The math speaks for itself

Today — without agent

2 hrs/week

of manual work

$4,500/year/ year

With your AI agent

20 min/week

agent-handled

$750/year/ year

You save

$3,750/year

every year, reinvested into growing your business

Estimates based on U.S. Bureau of Labor Statistics median salary data and O*NET task importance ratings from worker surveys. Time savings assume 80% automation of eligible task components.

Jobs your agent handles

What this agent does for you

Complete jobs, handled end-to-end — so your team focuses on what matters.

Requesting Missing Documentation

You ask your agent to draft an email to a claimant requesting a missing police report for an auto claim.

Clarifying Conflicting Statements

You ask your agent to review correspondence and summarize discrepancies between agent and claimant statements.

Investigating Suspicious Claims

You ask your agent to compile a report of claims with incomplete or questionable information for further review.

Tracking Follow-Up Status

You ask your agent to list all open claims that still require responses from agents or claimants.

How to hire your agent

1

Connect your tools

Link your existing claims management, document review, and communications tools used for claim processing and correspondence.

2

Tell your agent what you need

Type a prompt like, "Draft a follow-up email to the claimant requesting clarification on the accident date and missing repair invoice for claim #12458."

3

Agent gets it done

Receive a ready-to-send email draft and a summary of any outstanding issues for the selected claim.

You doing it vs. your agent doing it

Write custom messages for each missing or unclear detail in a claim.
Agent generates tailored emails based on claim context and missing info.
30 min/week
Manually read transcripts and write summaries for records.
Agent produces concise summaries highlighting key points and discrepancies.
20 min/week
Maintain spreadsheets or notes to track which claims need follow-up.
Agent maintains a dynamic checklist and provides updates on open items.
25 min/week
Carefully review each claim and correspondence for missing or inconsistent info.
Agent scans files and highlights errors or omissions automatically.
15 min/week

Agent skill set

What this agent knows how to do

Generate Follow-Up Emails

Drafts personalized messages in Outlook to claimants or agents requesting missing documentation or clarifications, using claim file details.

Summarize Interview Transcripts

Analyzes interview notes from your document management system and produces concise summaries highlighting key facts and discrepancies.

Detect Errors and Omissions

Scans claim files and email threads to pinpoint missing or inconsistent information, flagging issues for your review.

Monitor Outstanding Items

Maintains a real-time checklist of claims needing follow-up, drawing from Excel trackers and claim management platforms like Guidewire.

Assemble Investigation Reports

Compiles findings from interviews and correspondence into structured reports for escalation or audit purposes.

AI Agent FAQ

The agent can process exported files from Guidewire, Duck Creek, or similar claims platforms. Direct API integrations are planned—currently, you upload files or paste relevant content for analysis.

Your AI agent uses advanced language models to analyze claim files and correspondence, highlighting missing or conflicting details. You always review and approve its suggestions before sending or filing.

All data is encrypted in transit using TLS 1.3. No information is stored after processing, and you control exactly what is shared with the agent.

Yes, you can batch process multiple claim files by uploading them together. Each claim is handled individually, and the agent generates separate outputs for each case.

This agent supports property, auto, and casualty claims. For specialized lines or multi-language documents, support is on the roadmap—currently, it works best with English-language files.

See how much your team could save with AI

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