How LlamaLab Helps Personal Injury Firms Slash Record Retrieval Time by 90%

How LlamaLab Helps Personal Injury Firms Slash Record Retrieval Time by 90%

Shere Saidon

Shere Saidon

CEO & Founder at LlamaLab

Published January 13, 2026
Updated January 17, 2026
5 min read
Technology

How LlamaLab Helps Personal Injury Firms Slash Record Retrieval Time by 90%

Every personal injury attorney knows the frustration: you sign a promising client, request medical records, and then... wait. 30 days. 45 days. Sometimes 60+ days before you can even evaluate whether the case is worth pursuing.

Meanwhile, statutes of limitations tick closer. Clients get anxious. And your staff spends hours on follow-up calls instead of building cases.

LlamaLab changes this equation. We've cut record retrieval time from the industry standard of 30-60 days to under 24 hours—a 90%+ reduction that transforms how personal injury firms operate.

90%+

Reduction in retrieval time

24hravg

Record turnaround

60%

Same-day delivery rate


The Problem: Records Are the Bottleneck

Personal injury cases depend on medical evidence. Without records, you can't:

  • Evaluate case strength — Is there documented injury? Clear causation?
  • Calculate damages — What's the treatment history? Future medical needs?
  • Build your narrative — What do the records actually say?
  • Negotiate effectively — Insurance adjusters won't talk numbers without documentation

Yet most PI firms are stuck waiting 30-60 days for every records request. That's not a workflow problem—it's a business problem.

Important

The Real Cost of Slow Records

A firm handling 50 active PI cases with average 45-day record waits has over 2,000 case-days sitting idle at any given time. That's revenue delayed, staff tied up on follow-ups, and clients losing confidence.

What Changes with 24-Hour Records

When records arrive in hours instead of weeks, everything about your practice shifts:

1. Faster Case Evaluation

Sign a new client Monday morning, have records by Monday afternoon. Make go/no-go decisions in days, not months.

Why this matters: Bad cases get rejected faster, freeing up resources. Good cases move forward immediately.

2. Stronger Evidence Gathering

With rapid turnaround, you can request records from additional providers without adding months to your timeline. Find the ER visit the client forgot about. Get the imaging center records. Build a complete picture.

Traditional Approach vs LlamaLab Solution

Traditional Approach

  • Limited Requests

    Only request from providers client remembers to save time

  • Incomplete Records

    Miss treatment history that could strengthen the case

  • Last-Minute Discovery

    Find critical records during trial prep

  • Hidden & Unpredictable Costs

    Per-page fees, rush charges, and surprise bills that blow up your budget

LlamaLab Solution

  • Comprehensive Requests

    Request from every potential provider—speed isn't a constraint

  • Complete Picture

    AI discovers providers the client forgot

  • Early & Complete

    Full treatment history from day one

  • Flat Transparent, Risk-free Pricing

    1 flat fee covers all costs — only pay full price for cases that authorize

3. Improved Client Experience

Clients don't understand why their case is "waiting on records." They just know nothing seems to be happening. Fast records mean faster updates, better communication, and happier clients.

4. Higher Case Volume Without More Staff

When your paralegals aren't spending hours on follow-up calls and status checks, they can handle more cases. Firms using LlamaLab consistently report handling 30-50% more cases with existing staff.


How LlamaLab Achieves 90%+ Time Reduction

We rebuilt the retrieval process from scratch with AI and automation—starting with the most critical step: patient authorization.

Patient Authorization: Where Most Delays Begin

The #1 cause of retrieval delays isn't slow healthcare providers—it's rejected authorization forms. When an authorization is incomplete, expired, or missing state-specific requirements, the entire request stalls for weeks.

Common authorization problems:

  • Missing signatures or dates
  • Expired authorizations (most are valid 90-180 days)
  • State-specific requirements not met (some states require witness signatures)
  • Wrong provider legal entity name
  • Incomplete date ranges
Important

The Hidden Cost of Bad Authorizations

Industry-wide, 15-25% of authorization forms get rejected. Each rejection adds 2-4 weeks to your timeline. On a case with 8 providers, that's potentially months of delays from paperwork errors alone.

LlamaLab's solution: Our AI validates every patient authorization before submission, checking for completeness, expiration dates, state-specific requirements, and provider matching. The result? Under 2% rejection rate—compared to the industry average of 15-25%.

The Full Process

Seconds

Authorization Validation

AI reviews patient authorization for completeness, validity, and state compliance before submission

Instant

Provider Intelligence

System identifies the correct medical records department and contact for each provider

Real-time

Automated Routing

Requests sent immediately via automated fax with delivery confirmation

Minutes

Document Processing

Incoming records automatically OCR'd, organized, and made searchable

The result: 60% of our records are sent and returned the same day with zero human intervention. No queues. No waiting for staff availability. No manual follow-up.


What This Looks Like in Practice

Scenario: New PI Client Signs Monday

Traditional Approach:

  • Monday: Client signs, intake completed
  • Tuesday: Authorization sent to providers
  • Week 2: First follow-up calls
  • Week 4-6: Records start arriving
  • Week 6-8: All records received, case evaluation begins

With LlamaLab:

  • Monday AM: Client signs, authorization submitted via LlamaLab
  • Monday PM: First records arrive
  • Tuesday: Additional records arrive
  • Wednesday: Full records in hand, case evaluation complete
  • Thursday: Go/no-go decision made, next steps initiated

Time to First Case Decision

Traditional: 6-8 weeks. With LlamaLab: 3-4 days. That's the 90% reduction in action.

Beyond Speed: What Else Changes

Fast records are just the beginning. LlamaLab also delivers:

Provider Discovery

Our AI cross-references initial records to find providers the client forgot—the urgent care visit, the specialist referral, the imaging center. On average, we discover 40% more providers than client-reported lists.

Searchable Records

Every record is OCR'd and made searchable. Query across your entire caseload: "Show me all clients prescribed [medication]" or "Find all ER visits in [date range]."

AI-Powered Analysis

Automatic chronologies, extracted diagnoses, flagged medications. Your paralegals review intelligence, not raw PDFs.

Important

The Complete Solution

LlamaLab isn't just faster retrieval—it's a complete medical evidence platform. From discovery to analysis to organized output, everything your PI practice needs.

Is This Right for Your Firm?

LlamaLab works best for:

  • High-volume PI firms — Handle more cases without adding staff
  • Growing practices — Scale without the operational bottleneck
  • Firms tired of waiting — If you've ever lost a case because records came too late, this is for you

We offer free pilots so you can see the difference on your own cases before committing.

See the 90% Difference

Run a free pilot on your next PI case. Experience 24-hour records on a real case—no commitment required.


Questions about how LlamaLab can help your personal injury practice? Contact our team at support@llamalab.ai or schedule a demo.

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