Services

AI-powered Medical Review for Product Liability

Fast, Focused, and Fact-based Medical Review Backed by AI Tech

Product liability litigation is something that is built on evidence—evidence that is buried in pages of clinical documentation, handwritten notes, discharge summaries, and provider records. At Managed Outsource Solutions (MOS), we help legal teams navigate the complexities with AI-powered medical review for product liability. Our solution brings together deep industry expertise with advanced automation to deliver fast, accurate, and actionable medical insights suitable for litigation support.

From pharmaceutical defects to malfunctioning implants and medical devices, our team leverages AI to instantly identify causation, injuries, treatment patterns, and discrepancies, thereby helping you build a robust, data-backed argument in no time.

Looking for faster, stronger, AI-powered case review?

Let our platform handle the medical complexity while you focus on winning your case.

Call 1-800-670-2809

Introducing ReviewGenx: The Heart of Smart Product Liability Review

Our platform is backed by DeepKnit AI’s ReviewGenx, a state-of-the-art, fully customizable AI model specifically designed for medical record review in litigation contexts.

Built on our proprietary LLMs, ReviewGenx is a generative model trained and fine-tuned to handle document processing like a pro—from sorting and summarizing records to accurately identifying patterns vital for liability analysis.

ReviewGenx is powered by:

Advanced Machine Learning for contextual understanding
Natural Language Processing (NLP) to interpret clinical notes
Intelligent Character Recognition (ICR) to handle scanned & handwritten documents

Trained on diverse datasets like EHRs, ICD/CPT codes, and personal health data, it can:

Generate organized medical summaries
Build accurate case chronologies
Extract causation links between product exposure and injury
Provide Bates numbering, tagging, and pagination
Find missing or inconsistent documentation

The result? A high-quality, legally defensible medical review in a fraction of the time manual reviews used to take.

Designed for High-stakes Product Liability Cases

Regardless of whether you’re representing a single claimant or taking care of a mass tort, our solution is designed to scale accordingly. Here’s how our AI product liability workflow operates:

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Seamless Document Ingestion

All medical records—digital, scanned, or handwritten—are OCR/ICR-optimized and prepared for structured processing.

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AI-led Sorting, Collation & De-duplication

Records are automatically grouped by provider, date, injury relevance, and medical episode, freeing them from redundancy.

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Causation-centric Timeline Generation

ReviewGenx then creates clear timelines linking product usage to symptoms, diagnoses, and outcomes, which are vital for establishing liability.

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Custom Medical Summaries & Flags

The system generates concise, digestible summaries with flagged sections such as adverse reactions, medication changes, or surgical interventions.

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Expert Human Oversight

Our legal medical documentation consultants and QA team validate every report, ensuring accuracy, compliance, and admissibility.

We Serve

Plaintiff & Defense Attorneys in product liability litigation
Mass Tort Firms managing high-volume case intake
Insurance Adjusters & Legal Review Teams validating documents
Device & Drug Manufacturers seeking reliable pre-litigation risk analysis

Why Collaborate with MOS?

20+ years of experience in medical record review
Powered by DeepKnit AI’s best-in-class ReviewGenx AI engine
HIPAA-compliant and fully secure workflow
Scalable support, ranging from single cases to class actions
Quick turnaround times and transparent, flat-rate pricing

Partner with a team that blends 20+ years of experience with the intelligence of next-gen AI—giving you clarity when it matters most.

Turn Medical Complexity into Legal Clarity

When product defects lead to litigation, your best strategy is a clear, credible narrative built from the medical record. With AI-powered medical review for product liability, we help you uncover that story—quickly, defensibly, and with full confidence.

Skip the delays. Skip the burden. Get straight to the facts.

What Do Our Clients Think Of Us?

★★★★★

"MOS is a cost-effective service for reviewing and summarizing medical records. Their friendly and professional staff consistently provide prompt, accurate and reliable medical record review services."

Jason Ruiz

★★★★★

"MOS has made my life a lot easier. They are very cost-effective and Jan and the team offer the best customer service. Their turn around time is quite impressive too. Thanks for being so professional."

Jenay Price

★★★★★

"We have been using Managed Outsource for a while now for our medical reviews. They are always quick to respond and to get the reviews done. Easy to talk to and to work with. It is our pleasure working with this company. I highly recommend them to any one."

Donna Howe