The Fastest Path to Medical Evidence: What's New at LlamaLab

The Fastest Path to Medical Evidence: What's New at LlamaLab

Shere Saidon

Shere Saidon

CEO & Founder at LlamaLab

January 7, 2026
4 min read
Product Updates

The Fastest Path to Medical Evidence

We started LlamaLab to solve a simple problem: medical records take too long.

The industry standard is 30-60 days. VA records? 90+ days. Meanwhile, deadlines approach, cases stall, and paralegals spend hours on follow-up calls.

We fixed the speed problem. But working with hundreds of law firms taught us something: speed alone isn't enough. What you really need is the fastest path from records to evidence—not just documents, but intelligence that actually helps you win.

Here's what we've built.


Four Things That Make LlamaLab Different

24hravg

Record turnaround (vs. 30-60 day standard)

3x

More providers found than traditional services

AI +Experts

Clinical intelligence with human validation

1. Records as Fast as Same-Day

Most retrieval services take 30-60 days. We've built direct integrations with health systems across the country that let us retrieve records in as little as 24 hours—sometimes same-day.

For VA records, where the industry standard is 90+ days, we average 4 days.

What this means for your practice:

  • Make case decisions in days, not months
  • Stop missing deadlines because you're waiting on records
  • Take on more cases without adding staff

2. We Find the Providers Your Clients Forgot

Clients forget providers. The urgent care visit from two years ago. The specialist their doctor referred them to once. The imaging center they can't remember the name of.

Our discovery algorithms cross-reference prescription histories, insurance claims, and referral networks to find providers that traditional services miss entirely.

Why This Matters

The providers clients forget often have the most important records—the ER visit that documented the injury, the specialist who noted causation, the prescription history that proves ongoing treatment.

3. AI That's Actually Trustworthy

Everyone's adding AI to their products. The problem: AI makes mistakes. In legal work, a misinterpreted diagnosis or missed contraindication can sink your case.

Our approach is different:

  • AI does the heavy lifting — extracting data, building chronologies, surfacing key findings
  • Licensed clinicians validate every output — so you can trust what you see
  • Built for legal, not consumer health — we understand what matters for your cases

The result: clinical intelligence with expert oversight, not AI you have to second-guess.

4. Records Become Searchable Evidence

A 4,000-page PDF is useless if you can't find what you need. We turn every record into structured, searchable data.

What you can do:

  • Search across your entire caseload in plain English
  • Find every client prescribed a specific medication
  • Identify mass tort opportunities in your existing PI cases
  • Generate chronologies and summaries automatically

Who This Is For

Traditional Approach vs LlamaLab Solution

Traditional Approach

  • 30-60 Day Waits

    Cases stall while you wait for records

  • Missing Providers

    Only retrieve from providers clients remember

  • Raw PDFs

    Manual review required for every document

LlamaLab Solution

  • As Fast as Same-Day

    Records in hours or days, not weeks

  • 3x More Providers

    AI finds providers clients forgot

  • Searchable Evidence

    Structured data ready to use

Personal injury firms: Faster qualification, more complete treatment histories, stronger cases.

Mass tort practices: Query thousands of cases at once. Find qualifying conditions. Identify opportunities.

Any firm tired of waiting: If you've ever lost a case because records came too late—or missed evidence because you didn't know to look for it—this is for you.


The Bottom Line

Most services move paper. We move cases.

We find the providers your clients forgot, get records others can't, and turn documents into evidence you can actually use.

See It in Action

Run a free pilot on your next case. No commitment—just see if it works for you.

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