Custom AI Integration for Employment Law Firms
Automate merit screening, EEOC deadline tracking, and document preservation. Scale your contingency practice without adding headcount.
Employment law firms operate in a high-volume, high-stakes environment where the difference between a $100,000 settlement and a dismissed case often comes down to timing. Firms are currently drowning in low-merit intake calls, often spending 15-20 hours a week manually screening 'wrongful termination' claims that are actually standard at-will separations. This administrative burden distracts from high-value litigation and increases the risk of missing critical 180 or 300-day EEOC filing windows.
Furthermore, the complexity of state-specific requirements, such as California’s FEHA or the WARN Act for mass layoffs, requires meticulous document management. Read Laboratories builds custom AI wrappers that sit on top of your existing Practice Management Software (PMS) to ensure that preservation letters are sent instantly and that every intake is scored against your firm's specific success criteria before it ever hits an attorney's desk.
Problems We Solve
Intake Merit Screening
AI-driven intake bots analyze prospective client narratives against state-specific statutes like FEHA or the ADA, filtering out non-meritorious 'at-will' claims and highlighting high-value contingency opportunities.
EEOC Deadline Monitoring
Automated tracking systems that sync with the EEOC portal and your PMS (Clio/Litify) to ensure no statute of limitations expires, preventing malpractice risks and lost revenue.
Discovery Document Analysis
Custom LLMs sift through thousands of pages of Slack logs, emails, and employee handbooks to identify specific instances of harassment or wage-and-hour violations in minutes rather than days.
Automated Preservation Letters
Instantly generate and send legally binding spoliation notices to employers the moment a case is retained, ensuring critical evidence like server logs and internal memos are not deleted.
What You Get
Clio & Litify Synchronization
Deep API integration that pushes AI-extracted data directly into your case files, eliminating manual data entry for your paralegals.
Privileged Data Siloing
We deploy private LLM instances (via Azure OpenAI or AWS Bedrock) to ensure that all client data remains within your firm's control, maintaining attorney-client privilege.
Multi-Party Scheduling AI
Automated coordination for depositions and settlement negotiations involving multiple defense counsels, mediators, and plaintiffs.
Compliance Training Automation
For firms also providing HR consulting, we automate the scheduling and tracking of mandatory sexual harassment and compliance training for corporate clients.
What It Costs
Setup
$5,000 - $25,000
Monthly
$500 - $2,000
ROI Example
By automating the screening of 50 intakes per month, a firm saves 25 hours of associate time (approx. $7,500 in billable value) and prevents the loss of a single $50k contingency fee due to missed deadlines.
Frequently Asked Questions
How do you handle attorney-client privilege with AI?
We use enterprise-grade VPC (Virtual Private Cloud) deployments where your data is never used to train public models. All processing happens in a secure, encrypted environment compliant with ABA ethical guidelines.
Can the AI accurately screen for specific state laws like California's FEHA?
Yes. We calibrate the AI logic using your firm's past successful cases and specific legal benchmarks for statutes like FEHA, the WARN Act, and PAGA claims.
Does this replace my existing legal assistants?
No. It acts as a force multiplier, allowing your existing staff to handle 3x the caseload by removing the 'drudge work' of document sorting and initial intake data entry.
How long does a typical integration take?
A standard integration with Clio or PracticePanther typically takes 4 to 6 weeks from strategy to full deployment.
Can the AI draft demand letters?
Yes, the AI can generate first drafts of demand letters by pulling specific facts from intake notes and evidence logs, which your attorneys then review and finalize.
Stop Losing Contingency Fees to Administrative Friction
Book a free 30-minute AI strategy audit for your employment law firm today.
Serving Employment Law Firms businesses nationwide. Based in Westlake Village, CA.