Comparison
OurFirm.ai vs. Thomson Reuters
OurFirm.ai is purpose-built to produce court-ready litigation work with verified citations and judge intelligence; Thomson Reuters offers Westlaw research and the broad CoCounsel legal AI assistant across many practice areas.
Trusted by trial lawyers at Parlatore Law Group, Sher Tremonte, and more.
Choose OurFirm.ai if
Choose OurFirm.ai for producing the filing: court-ready drafting grounded in your record, every citation verified before you file, and judge behavioral profiles that go past win-rate analytics.
Choose Thomson Reuters if
Thomson Reuters may fit better if your priority is the deepest general legal research library and a broad AI assistant across many practice areas rather than litigation-specific drafting depth.
Updated August 2026
The full breakdown
OurFirm.ai vs. Thomson Reuters, side by side.
| Capability | OurFirm.ai | Thomson Reuters |
|---|---|---|
| Purpose-built for litigators | Litigation only | Research + general legal AI |
| Breadth beyond litigation (transactional, corporate) | Litigation scope only | Broad legal suite |
| Underlying AI model | Multi-model + legal fine-tuning | CoCounsel (multi-model) |
| Court-ready documents (not just drafts) | Court-ready output | Drafting assistance |
| Judge AI / predictive judicial modeling | Judge behavioral profiles | Litigation Analytics dashboards |
| Multi-agent execution | Multi-agent swarm | CoCounsel skills / agents |
| Legal research quality | Nationwide caselaw + semantic search | Westlaw research (deep) |
| Semantic docket search (PACER + NYSCEF) | PACER + NYSCEF, direct pull | Docket tools, keyword |
| Discovery & document review | Matrix document review | CoCounsel review |
| Deposition & litigation support | Outlines + objection prep | Transcript tools |
| Citation verification (hallucination prevention) | Every cite verified | KeyCite citator |
| Enterprise-grade security architecture | Enterprise-grade security | Enterprise controls |
| No model training on client data (contractual) | Contractual no-train | Enterprise data terms |
| Pricing / access model | Flat fee + usage · month-to-month | Enterprise / premium, not public |
Breadth beyond litigation (transactional, corporate)
Underlying AI model
Court-ready documents (not just drafts)
Judge AI / predictive judicial modeling
Multi-agent execution
Legal research quality
Semantic docket search (PACER + NYSCEF)
Discovery & document review
Deposition & litigation support
Citation verification (hallucination prevention)
Enterprise-grade security architecture
No model training on client data (contractual)
Pricing / access model
Scoring reflects publicly documented capabilities as of the date shown. Cells marked for review are OurFirm.ai's read of Thomson Reuters' public materials, not statements from Thomson Reuters. Westlaw research and KeyCite are genuinely strong and scored accordingly; where a capability is general-purpose or research-first rather than litigation-drafting-specific, it is scored partial against that different focus.
Where OurFirm.ai wins
What you get that Thomson Reuters doesn't.
Built to produce the filing, not just research it
OurFirm.ai drafts the motion or brief to a governing standard from your record, then verifies it. Westlaw and CoCounsel are strongest at research and general drafting assistance across practice areas rather than producing a court-ready litigation filing end to end.
Every citation verified in the draft before filing
KeyCite is a strong citator for checking treatment. OurFirm.ai's Check My Cites goes further inside your actual draft: it confirms each cited case exists, the quote is accurate, the pin cite is right, and the authority supports the proposition, before you file.
Judge behavioral profiles, past win-rate analytics
Litigation Analytics reports statistics like timing and outcomes. OurFirm.ai builds behavioral profiles from opinions, transcripts, and docket entries: how a judge treats your kind of motion, the authorities and structure they respond to, and their oral-argument patterns.
Priced and adopted for a single litigator or boutique
OurFirm.ai is month-to-month at a published Professional rate you can run on real matters immediately. Enterprise legal research suites are typically premium, seat-based, and negotiated, which raises the bar to get started.
Built by a litigator
Why litigators need their own AI
If you are weighing OurFirm.ai against Thomson Reuters, the difference that matters most is who it was built for. OurFirm.ai produces work product ready for a judge and a filing deadline, not general legal text you have to reshape for the courtroom.
General legal AI platforms and general-purpose models are built for breadth: many practice areas, many use cases, one tool for everyone. Litigation is different. It runs on the record, the docket, the rules of a specific court, and the tendencies of a specific judge.
OurFirm.ai was built by a trial attorney to work the way litigators actually work. That experience is embedded directly into how the platform drafts, researches, and verifies, so the output reflects courtroom reality rather than generic legal text.
What is OurFirm.ai?
OurFirm.ai is an AI litigation platform for trial lawyers. It combines partner-level drafting, citation verification, discovery review, and judge intelligence in one workflow, grounded in your case file and the rules of your jurisdiction.

Andrew Mancilla
Founder & CEO
OurFirm.ai's founder and CEO, Andrew Mancilla, is a trial attorney with 15 years of experience across criminal, civil, and appellate litigation, admitted in New York, New Jersey, California, and federal courts.
He built OurFirm.ai to solve the problems he faced firsthand in the courtroom. That experience is embedded directly into the platform's drafting, research, and verification workflows.
Where Thomson Reuters may fit better
We're not for every practice.
- Firms whose top priority is the deepest general legal research library, KeyCite treatment history, and a broad AI assistant used across many practice areas.
- Large organizations already standardized on Westlaw and CoCounsel enterprise-wide that want one broad research-first platform rather than a litigation-specific work engine.
Proof
Chosen over the alternatives
These are trial lawyers who evaluated the same general-purpose tools you are weighing now, and chose a platform built for the courtroom.
“We handle the most complex litigation in the country. OurFirm is our second chair.”
Timothy Parlatore
Parlatore Law Group
FAQ
Common questions.
How does OurFirm.ai compare to Thomson Reuters and CoCounsel?
Thomson Reuters is research-first and broad: Westlaw research, KeyCite, Litigation Analytics, and the CoCounsel assistant across many practice areas. OurFirm.ai is purpose-built for litigation work product: court-ready drafting grounded in your matter, citation verification inside the draft, docket search, and judge behavioral profiles. For deep research breadth, Thomson Reuters is strong; for producing and verifying the filing, OurFirm.ai goes deeper.
Is Westlaw research better than OurFirm.ai?
Westlaw is a deep, established legal research library and a genuine strength of Thomson Reuters. OurFirm.ai focuses on turning research into a court-ready, citation-verified filing grounded in your record, and a Westlaw integration is on our roadmap. Many litigators value the research library and the drafting-plus-verification workflow for different parts of the same case.
Does OurFirm.ai replace Thomson Reuters?
Not necessarily. OurFirm.ai is the litigation specialty layer for drafting, verification, docket search, and judge intelligence. Firms that rely on Westlaw for research can keep it and use OurFirm.ai to produce and verify the actual filings. OurFirm.ai is month-to-month, so you can run it alongside an existing subscription.
Security & compliance
Enterprise-grade security, without the enterprise overhead
Being purpose-built for client matters does not mean trading away security. OurFirm.ai runs the same controls the largest firms require, and client documents are never used to train AI models. That is a contractual commitment, not a setting you have to find and switch on.
Visit the Trust Center →See it on your own matters.
Book a 30-minute walkthrough and we'll come prepped with context on your practice area, with no obligation and no long-term commitment.