AI Tool for Litigation Claim Prep

Let your AI agent handle claim summaries, legal question drafts, and document organization—so you can focus on case strategy, not paperwork.

You spend hours in Excel, Outlook, and shared folders, hunting down claim details and drafting questions for your legal team. As a claims adjuster, manual prep means constant back-and-forth, missed details, and delays moving cases forward.

An AI agent that organizes claim files, drafts legal questions, and compiles indexed documents for claims adjusters preparing cases for litigation.

What this replaces

Copy claim data from Guidewire into Word summaries
Draft legal questions for counsel in Outlook
Search shared drives for supporting PDFs
Format and combine documents for legal review

The hidden cost

What this is really costing you

In financial services, claims adjusters are stuck pulling case data from Guidewire, assembling summaries in Word, and emailing legal teams for every litigated claim. Each handoff means digging through PDFs, tracking down missing documents, and rewriting the same questions. This repetitive work drains your week and exposes you to critical errors.

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

If you keep doing this manually, you'll risk missing key facts, frustrate your legal partners with incomplete info, and extend claim resolution timelines—potentially leading to higher legal expenses and compliance headaches.

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.

Prepare a Claim for Legal Review

You ask your agent to summarize a claim file and generate a list of key questions for your legal counsel.

Organize Documents for Litigation

You ask your agent to identify and index all supporting documents relevant to a claim heading to court.

Clarify Complex Case Issues

You ask your agent to highlight disputed facts and summarize them for legal input.

Draft an Email to Legal Counsel

You ask your agent to compile a ready-to-send summary and question list for your legal partner.

How to hire your agent

1

Connect your tools

Link your claims management and document storage tools used for handling claim files and supporting documents.

2

Tell your agent what you need

Type a prompt like: “Summarize this claim file and draft questions for legal counsel about disputed liability.”

3

Agent gets it done

Receive a formatted summary, targeted questions, and a document index ready to send to your legal partner.

You doing it vs. your agent doing it

Read through files and write summaries by hand.
Agent generates concise summaries from claim files.
30 min/claim
Brainstorm and write questions for legal counsel.
Agent drafts targeted questions based on claim details.
20 min/claim
Manually search and list relevant documents.
Agent creates a clear index of supporting files.
15 min/claim
Copy, paste, and format everything for legal review.
Agent compiles all outputs into a single document.
15 min/claim

Agent skill set

What this agent knows how to do

Summarize Claim Files

Pulls case details from Guidewire exports and generates concise legal summaries tailored to each claim.

Draft Legal Questions

Creates targeted question lists for legal counsel based on claim notes and dispute history.

Index Supporting Documents

Scans folders and emails to assemble a clear index of relevant evidence and attachments.

Highlight Key Disputes

Flags contested issues and extracts important facts for attorney review.

Compile Legal Packets

Combines summaries, questions, and document lists into a single PDF ready for legal handoff.

AI Agent FAQ

You can export claim files from Guidewire or Duck Creek and upload them directly for the agent to process. API integration for direct connections is planned.

All data is encrypted in transit using TLS 1.3. The agent deletes files after processing and does not retain any claim information.

Yes, the agent compiles outputs in Word or PDF as needed. You can review and edit before sharing with counsel to meet internal requirements.

Currently, the agent processes English-language documents only. Support for Spanish and French is on the roadmap.

By automating summaries, question drafting, and document indexing, the agent cuts manual work for claims adjusters by over 75%. Most users reclaim more than 1.5 hours per week.

See how much your team could save with AI

Take our free 2-minute automation audit. Get a personalized report showing exactly which tasks AI agents can handle for your team.

Get Your Free Automation Audit

Takes less than 2 minutes. No credit card required.