LabFactory Legal Research

Case organization for individuals.
Attorney-operated legal research & drafting for law firms.

Real, document-heavy disputes kept revealing the same problem: the work of organizing facts is fundamentally different from the work of exercising legal judgment. LabFactory LR was designed around that boundary. Individuals get factual case organization. Licensed attorneys get attorney-operated legal research and drafting infrastructure — separate capability sets, not two versions of the same product.

I need help organizing my case → I'm an attorney or firm →
Our Approach

Built on real matters, not a demo

LabFactory LR brings a systematic, evidence-driven analytical discipline to every matter it touches — refined over months of real-world use, not built in the abstract.

01Insurance & Consumer Protection
Multi-track evidence organization and correspondence chronology across complex insurance and consumer-protection disputes.
02Auto & Manufacturer Disputes
Citation research and factual timeline reconstruction for disputes involving vehicle purchases, warranties, and manufacturer conduct.
03Family Law & Financial Matters
Document organization and financial-record chronology for family law matters.
04Regulatory & Administrative Processes
Citation and evidence support for administrative complaints filed with state and federal regulatory agencies.
For Individuals

Turn a scattered case file into something your lawyer can absorb quickly

When your attorney bills by the hour, organized inputs matter. We do the factual groundwork first—turning your records into a sourced chronology and document index—so the division of labor is clear: LabFactory LR handles factual organization; your lawyer handles the legal judgment you're paying them for.

Hundreds of emails, PDFs, texts, and records become a sourced chronology, searchable document index, and concise factual briefing package. Every entry points back to its source. Apparent date conflicts are surfaced. Authorities supplied by you or your lawyer are cataloged and source-checked.

01Records & document organization
Your records extracted, indexed, and organized into a searchable, sourced structure. Statements traceable to identified source documents are kept separate from client-provided recollection.
02Chronology & metadata extraction
We extract available timestamps and metadata, arrange them chronologically, and flag apparent date conflicts for you and your attorney. We do not determine authenticity, admissibility, notice, or legal significance.
03Citation cataloging
Authorities supplied by you or your attorney, cataloged with source links and a source check confirming the cited authority exists and quoted text matches the source. We do not determine whether an authority applies to your facts, is binding or precedential, remains good law, or supports a legal position.
04Multi-model factual QA
Document extraction, chronology, and citation-source checks, with independent cross-checks designed to catch transcription, extraction, chronology, and sourcing discrepancies before the package is delivered.
05Factual intake packages
A concise package containing the chronology, source index, apparent gaps or conflicts in the chronology and source record, and space for the questions you want to bring to counsel.
06Clerical document cleanup
Spelling, grammar, formatting, duplication, organization, and readability edits that don't change substantive meaning. If an edit could change substantive or legal meaning, we leave it unchanged and flag it for you or your attorney.

What we don't do

We do not give legal advice. We do not interpret law, apply law to your facts, determine whether someone's conduct violated a law, breached an agreement, or gives rise to legal liability, identify claims or defenses, determine deadlines, tell you what evidence is legally sufficient, estimate your odds of winning, calculate what you're owed, or recommend legal or negotiation strategy. We do not draft or send filings, demand letters, or complaints. This scope doesn't change if an attorney later reviews the output — if a request would require applying law to your facts or exercising legal judgment, we don't perform it here, period. We're not a law firm and we don't represent you.

Ask us "What happened, when, and which documents show it?"
Ask your lawyer "Did those events breach Section 7?"
For Law Firms

Multi-model AI research infrastructure, operated by your attorneys

This system was developed through intensive document review, source verification, drafting, and quantitative-analysis workflows across real, complex matters. In firm use, your licensed attorneys define the legal scope, operate the research and drafting tools directly, independently review the resulting work, and retain responsibility for its final use.

01Bespoke research & drafting tools
Built for your practice area, with capabilities your firm activates and operates directly within attorney-controlled matters.
02Multi-model adversarial review
Independent AI systems cross-checking citations, attorney-specified legal issues, internal consistency, and drafting quality as part of your firm's review workflow.
03Attorney-operated drafting infrastructure
Drafting tools your firm's attorneys operate directly within attorney-defined matters, using claims, defenses, authorities, and drafting objectives they select or approve. The infrastructure may surface candidate legal issues within that scope for attorney consideration, but your firm decides what claims, defenses, arguments, or positions to advance.
04Quantitative damages & exposure tools
Quantitative modeling tools your firm operates using assumptions it selects or approves. The tools do not determine which damages are legally recoverable — that determination remains with your firm's attorneys.
05Case-organization infrastructure
The factual document-processing and case-organization functions available in individual case organization, plus attorney-operated legal research and drafting capabilities available for direct use by licensed attorneys at your firm.
06Attorney-controlled workspace
Your firm generates, reviews, and manages its work within an attorney-controlled workspace. LabFactory LR does not send legal work product to your clients, opposing parties, courts, or agencies, and does not file or transmit materials on your firm's behalf.

How engagements work

A designated licensed attorney at your firm directs use of the infrastructure for each matter and retains full professional responsibility for the firm's research, analysis, drafting, and final work product. LabFactory LR provides research and drafting infrastructure that attorneys at your firm operate directly; it does not perform legal research, legal analysis, or legal drafting on your firm's behalf. LabFactory LR's customer is the attorney or firm, not the firm's client. Your firm accesses and reviews its work within an attorney-controlled workspace, using capabilities your firm activates and directs. LabFactory LR does not send legal work product to your clients, opposing parties, courts, or agencies, and does not file or transmit materials on your firm's behalf.

Why Two Products, One Team

The two tracks share factual document-processing infrastructure, but legal research, legal drafting, and legal-analysis capabilities are restricted to direct use by licensed attorneys at verified law firms.

Contact

Let's get your case organized.

Whether you're an individual looking to organize a case file, or an attorney evaluating a research and drafting tool — the conversation starts here.