AI Research — Workers' Compensation

Workers' Comp Claim Analysis

AI-powered research for workers' compensation claims. Upload the entire claim file — medical packets, IME reports, employer documentation, BWC filings — and get a comprehensive analysis covering causation, contradictions, evidence gaps, defense vulnerabilities, and case valuation. Works for both claimant and defense counsel.

Live Example — Real AI Output

Read what the AI produces from a real WC claim file.

14 documents uploaded. 6 analysis scenarios. 6 syntheses. 68 discrete findings. Two complete reports. Every conclusion cited to its source.

See the Live Example →
📌 68 Findings Case Memo Full Analysis

The comprehensive analysis covers medical chronology, IME contradictions, causation, disability rating, defense vulnerabilities, and case valuation — generated from 14 documents in minutes.

14
Documents Analyzed
6
Research Scenarios
6
Synthesis Passes
68
Discrete Findings

What the AI produces

A workers' comp claim analysis generates a complete case workup covering every dimension an attorney needs — from medical causation to settlement strategy.

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Medical Chronology

Complete timeline of all treatments, diagnoses, imaging, referrals, and provider visits. Cross-referenced across multiple medical packets. Pre-existing conditions identified and separated from the compensable injury.

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IME Contradiction Report

Point-by-point comparison between independent medical examiner findings and treating physician records. Inconsistencies, omissions, and unsupported conclusions are flagged with specific citations.

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Causation Analysis

Chain of causation from workplace incident through diagnosis to current disability status. Each link in the chain is supported by source documentation and medical evidence.

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Disability & Impairment

Analysis of disability ratings, functional limitations, work restrictions, and impairment assessments. Compares different evaluations and identifies discrepancies in rating methodologies.

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Defense Vulnerability Analysis

Identifies weaknesses in the opposing position — gaps in evidence, unsupported conclusions, contradictions between examiners, and documentation failures. Works for both claimant and defense counsel.

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Future Medical Cost Projection

Projected costs for ongoing treatment, future surgeries, medication, therapy, and assistive devices — each estimate tied to specific medical recommendations and treatment plans in the record.

The research pipeline

Every WC analysis runs through six specialized scenarios — each one examining the claim from a different angle. The AI reads the entire corpus for each pass.

1

Medical Chronology & Causation Analysis

Builds a complete medical timeline from all provider records, identifies the chain of causation from incident to current condition, and documents every diagnosis, treatment, and referral with source citations.

2

IME Contradiction Report

Compares independent medical examiner findings against treating physician records. Identifies factual errors, omissions, unsupported conclusions, and instances where the IME contradicts documented medical evidence.

3

Disability & Impairment Rating

Analyzes all disability evaluations, functional capacity assessments, and impairment ratings. Compares methodologies, identifies rating discrepancies, and evaluates consistency with documented medical findings.

4

Future Medical Cost Projection

Projects lifetime medical costs based on documented treatment plans, recommended surgeries, ongoing therapy requirements, and medication needs. Each projection is cited to the recommending provider.

5

Vocational Impact & Earning Capacity

Evaluates the injury's impact on earning capacity, work restrictions, vocational limitations, and the gap between pre-injury and post-injury employment capabilities.

6

Comprehensive Case Report

A unified analysis that synthesizes all five preceding scenarios into a single comprehensive evaluation — the complete picture of the claim with strengths, weaknesses, and strategic considerations.

Synthesis & findings

After the six scenarios complete, the AI runs six synthesis passes that cross-reference scenario results and extract discrete, citable findings.

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Defense Vulnerability Analysis

Every weakness in the opposing position, documented with evidence.

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Executive Case Summary

Key strengths, weaknesses, and strategic recommendations in one document.

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Evidence Gaps & Next Steps

What's missing from the record and what additional evidence to obtain.

📌 165 Discrete Findings

Every concrete conclusion extracted as an individual finding — each one with a confidence level (High, Moderate, or Low), the specific sources that support it, and any documented caveats or limitations. Nothing unsupported. Nothing assumed.

Findings are grouped by category and exportable as part of the Master PDF or as individual documents in the encrypted ZIP export. They serve as the project's punch list — every conclusion accounted for, one way or another.

Template-driven consistency

The workers' comp analysis is a project template — the same six scenarios, the same synthesis passes, the same quality standard, applied consistently to every claim.

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Same Framework, Every Case

Templates ensure consistent analysis across your entire caseload. No scenarios get skipped. No analysis angles get overlooked. Every case gets the same thorough treatment.

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Customizable Per Case

Start from the template, then add or modify scenarios for case-specific needs. Add a scenario for a unique medical condition. Adjust the synthesis focus. The template is a floor, not a ceiling.

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Minutes, Not Days

57 documents analyzed, 6 scenarios run, 165 findings extracted, 2 reports generated — in minutes. The same analysis would take a paralegal days or weeks. And the AI doesn't miss pages.

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Full Audit Trail

Every AI decision is logged with the model used, timestamp, and full input/output. The methodology appendix is auto-generated and mandatory. Complete transparency for court submissions.

What's included

See the full analysis from a real WC claim.

Walk through the complete output — or send us a test case and we'll run it for you.

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