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Don't Let Complex Plaintiff Fact Sheets Sink Your GLP-1 Cases: How AI Can Transform Your Weight Loss Litigation Practice

The weight loss drug litigation landscape has exploded with cases involving GLP-1 receptor agonists like Ozempic, Wegovy, and Mounjaro. But there's a critical bottleneck preventing many firms from capitalizing on this lucrative area: the overwhelming complexity of plaintiff fact sheets (PFS).
August 5, 2025
By Team Parambil

The Crushing Reality of GLP-1 Plaintiff Fact Sheets

If you've looked at the MDL 3094 Plaintiff Fact Sheet for GLP-1 cases, you know the problem immediately. These documents are massive—spanning dozens of pages with hundreds of detailed questions covering everything from medication dosages and dates to complex medical histories spanning five years or more.

The fact sheet requires plaintiffs to provide:

  • Detailed medication usage timelines with specific dosages and dates
  • Comprehensive injury documentation with diagnostic test information
  • Complete medical provider histories going back five years
  • Insurance coverage details
  • Employment and earnings impact data
  • Extensive medical background information across dozens of conditions

The harsh truth? Many firms are throwing out potentially valuable cases because plaintiffs simply don't have the time, patience, or ability to complete these exhaustive forms.

The High-Value Case Dilemma

These aren't small-dollar cases. GLP-1 litigation involves serious injuries including gastroparesis, gallbladder complications, kidney injuries, and other severe gastrointestinal issues. Settlement values can be substantial. But when faced with a 30+ page fact sheet that takes clients hours to complete—if they can complete it at all—many firms are making the difficult decision to pass on cases rather than invest the massive staff time required.

This creates a lose-lose situation:

  • Injured plaintiffs lose access to justice
  • Law firms miss out on high-value cases
  • Staff resources are stretched thin on document preparation instead of case development

The Parambil Solution: AI-Powered Fact Sheet Automation

At Parambil, we've developed a sophisticated AI platform specifically designed to solve this exact problem. Instead of asking your clients to spend hours deciphering complex medical and legal questions, we can populate the entire plaintiff fact sheet using their medical records and your intake notes.

How It Works

1. Upload and Process Simply upload the client's medical records and your intake documentation to our secure platform. Our AI processes these documents in minutes, not hours.

2. Intelligent Population Our sophisticated AI model analyzes the medical records and automatically populates the plaintiff fact sheet with accurate, relevant information drawn directly from the documentation.

3. Interactive Review Dashboard Here's where our solution really shines. You receive an interim dashboard that allows your team to:

  • Review and edit all populated answers
  • See exactly how and why the AI chose specific responses
  • Access linked source documents directly within the platform
  • Make modifications with full transparency and control

4. Rapid Delivery You get results back in hours, not days or weeks. The completed fact sheet is delivered in docx format for easy final editing and filing.

The 80% Time Savings Revolution

Our clients report an average of 80% reduction in staff time for fact sheet completion. What used to take 8-10 hours of paralegal time now takes 1-2 hours of review and refinement. This dramatic efficiency gain means:

  • You can take on more cases without expanding staff
  • Paralegals can focus on higher-value case development activities
  • Client satisfaction improves with faster turnaround times
  • Your firm's profitability on these cases increases substantially

Advanced Features for Complex Cases

Ask AI Deep Dive

Our "Ask AI" function allows your team to dive deeper into any client's medical history. Need to understand the timeline of a specific condition? Want to identify all relevant treating physicians? Simply ask our AI, and get comprehensive answers pulled from the entire medical record.

Living Documents

Medical records don't stop coming after you file the initial fact sheet. Our platform allows you to update and refresh the populated information as new records arrive, ensuring your case documentation stays current throughout litigation.

Quality Assurance Built-In

Every answer includes source citations linking back to specific pages in the medical records. This transparency allows for easy verification and gives you confidence in the accuracy of the populated information.

Don't Throw Out Cases—Get a Head Start Instead

The GLP-1 litigation opportunity is massive, but only for firms that can efficiently process the complex documentation requirements. Instead of passing on potentially valuable cases due to fact sheet complexity, give yourself a competitive advantage with AI automation.

The numbers speak for themselves:

  • Hours to complete instead of days or weeks
  • 80% reduction in staff time
  • Full transparency and control over AI-generated content
  • Professional-quality output ready for filing
  • Scalable solution that grows with your caseload

Ready to Transform Your Weight Loss Litigation Practice?

The wave of GLP-1 cases isn't slowing down—it's accelerating. Firms that can efficiently handle the documentation requirements will thrive, while those stuck in manual processes will struggle to compete.

Don't let complex plaintiff fact sheets prevent you from building a successful weight loss litigation practice. Let Parambil's AI platform handle the heavy lifting so you can focus on what matters most: fighting for your clients and building your practice.

Contact us today to see how we can help you turn the GLP-1 documentation challenge into a competitive advantage.

Parambil's AI platform is designed specifically for legal professionals, with built-in security, compliance, and quality assurance features. All processing occurs within secure, attorney-client privileged environments.

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