Competitor Comparison · Updated April 20, 2026

MedLegal AI vs. Filevine — the 2026 honest breakdown

Filevine is not what they were 12 months ago. They shipped a Depositions AI product with real-time transcript analysis, acquired Pincites (AI contract redlining), and raised $400M in September 2025 to scale their AI stack. Here's the honest head-to-head, updated to reflect what they actually ship today.

By John Mahoney · 8-minute read · Last updated April 20, 2026

TL;DR

Filevine is a full practice management platform with increasingly deep AI layered on top. Calendar, intake, contacts, billing, document storage, workflow automation — plus FilevineAI, AI Doc Review, AI Data Mapping, DraftAI, ValidationAI, Demands AI, MedChron, and a standalone Depositions product. They run your firm.
MedLegal AI is a med-mal specialty evidence-analysis suite. 23 specialized tools tuned for plaintiff-side medical-record work and live deposition analysis. We run specialist analytical workflows, not the firm.
Filevine's Depositions AI overlaps our Courtroom AI. They ship scheduling, video recording, real-time AI analysis, and a searchable deposition library as a separate subscription. If you're evaluating "real-time depo AI," you'll compare us on this row — so we're not going to pretend they don't compete here.
Most plaintiff firms use both together. Filevine for case management, MedLegal AI for the specialist med-mal analysis + live deposition support.

What Filevine shipped in 2025-2026 (the honest acknowledgment)

We're not going to understate their stack. Before you read the rest, here's what Filevine ships today:

Depositions — separate subscription. Scheduling + video recording + real-time AI analysis + searchable deposition library across all your cases.
Pincites (acquired Jan 14, 2026) — AI contract redlining inside MS Word.
FilevineAI — conversational assistant across case data.
AI Doc Review — document classification, field extraction, OCR.
AI Data Mapping — auto-populate case fields from uploaded documents.
DraftAI — first-draft generation of common documents.
ValidationAI — cross-check case data for inconsistencies.
Demands AI — first-draft demand letters.
MedChron — medical chronology generator.
Chronicle ERE-data integration (Apr 16, 2026) — insurance carrier data directly into matters.
$400M funding (Sep 2025) earmarked for AI scale-up — so expect more in the next 6 months.

If your firm is evaluating both platforms, that's what you're getting from Filevine. Now here's what you're getting from us.

Where Filevine wins

Dimension	Filevine	MedLegal AI
Practice management platform	Full PM suite: intake, calendar, billing, contacts, document library	Not offered — bring your own (Clio, MyCase, PracticePanther, etc.)
Contract redlining in Word	Pincites (acquired Jan 14, 2026)	Not offered
Cross-case document search	Full-text search across every document in the firm	Per-case only
Deposition scheduling + video recording	Built-in via Depositions product	Not offered
Horizontal AI across all practice types	Works for defense, commercial, estate, plaintiff — all the same	Built for plaintiff work, med-mal deepest
ERE / insurance carrier data integrations	Chronicle integration live Apr 16, 2026	Not offered

Where MedLegal AI wins

Dimension	Filevine	MedLegal AI
Live deposition analysis (med-mal specific)	Depositions AI — generalist real-time analysis; separate subscription	Courtroom AI — med-mal-tuned analysis: admission/evasion/foundation triggers, chart cross-reference, element tracker, PubMed impeachmentAdd-on $99/$299
Chart-vs-testimony cross-reference in real time	Not offered at this depth — Depositions AI analyzes the transcript, not against an uploaded chart	Live contradictions surfaced with PDF-viewer pin to the exact page
Live PubMed impeachment during depo	Not offered	Real NCBI E-utilities lookup on any clinical claim the witness makes
Nursing-home chart-gaming detection	Generic MedChron chronology extraction	Braden Scale ↔ MDS Section G cross-check, F-Tag 686/689 flags, repositioning-note gap audits
Med-mal specialty prompt tuning	Horizontal AI — same prompt across all practice areas	7 specialty prompts: ED misdiagnosis, birth injury, Rx error, surgical error, oncology missed-dx, NH neglect, wrongful death
Pricing for firm-wide access	~$65-$87/user/month PM base + AI modules on top + Depositions sub + Pincites sub. Opaque, quote-only.	$49 / $99 / $249 / $499 flat per firm. All tools included. Courtroom AI add-on $99/$299.
Trial / signup friction	Sales cycle + demo + quote	3 free cases, no credit card, self-serve
Contract terms	Annual (per third-party reviews)	Month-to-month, cancel any time

The Depositions row deserves a separate look

This is the only dimension where Filevine has a direct-replacement product. Both of us ship "AI analysis of depositions." The differences that matter:

Filevine Depositions

Generalist transcript analysis — works across any practice area
Bundled with scheduling, video recording, and searchable library
Separate subscription on top of Filevine base
No public pricing
Best fit if your firm does 10+ depos/week across many practice areas and wants one integrated deposition platform

Our Courtroom AI

Med-mal-specific analysis: admission/evasion/foundation triggers keyed to the five medical-malpractice elements
Live chart-vs-testimony cross-reference during the depo — we know what the records say and flag when the witness contradicts them
Live PubMed lookup on every clinical claim the witness makes — real citations, not invented
Co-counsel note channel for silent real-time communication with second chair during the depo
$99/mo (Essentials, 10 hrs) or $299/mo (Pro, 50 hrs)
Best fit if your depos are med-mal heavy and you want domain-tuned intelligence, not generic transcript AI

The honest answer: if you're running a mixed-practice firm with 10+ depos/week, Filevine's Depositions may be better integrated with your workflow. If you're a med-mal specialty shop, the specificity of our analysis (chart cross-reference + PubMed + elements tracking) is stuff Filevine's horizontal product can't match.

The three questions that determine which fits

1. Do you already have (or want) a full PM platform?

If you're running on Clio, MyCase, PracticePanther, or paper, and you don't want to migrate your case-management stack — MedLegal AI plugs in as a point tool and you keep your existing PM. If you're greenfield or willing to migrate, Filevine's end-to-end value may be worth it.

2. Is your case mix 80%+ med-mal, or horizontal?

If 80%+ med-mal, the specialty depth matters. Our Wells-score detection, Braden-MDS cross-check, S1Q3T3 pattern flagging, birth-injury fetal monitor strip analysis — these aren't features a horizontal platform can match because they're tuned per-specialty. If you're horizontal, Filevine's one-size-fits-all AI wins.

3. How many depositions do you run per month, and how deep is your analysis need?

If you want basic transcript summarization + searchable library across all case types: Filevine Depositions. If you want live impeachment support during the depo with chart-contradiction alerts and real-time PubMed impeachment: Courtroom AI. These are different shapes of "depo AI."

Who should buy Filevine

Firms with 10+ attorneys across mixed practice areas (not pure plaintiff med-mal)
Firms that need case management + horizontal AI in one integrated platform
Firms that do 10+ depositions a week across all practice types and want one deposition hub
Firms with an enterprise procurement runway and annual contract appetite
Firms that want AI contract redlining (Pincites) for transactional work

Who should buy MedLegal AI

Plaintiff firms with 1-50 attorneys, med-mal or catastrophic PI specialty
Firms that already have a case management system (Filevine, Clio, MyCase) and want to layer specialty analysis on top
Firms doing 5+ med-mal depositions a month that want chart-cross-reference and PubMed impeachment live during the depo
Firms that want flat per-firm pricing and month-to-month terms
Firms that want a 3-free-case trial with no sales call

The "run both" path (most plaintiff firms we see)

Most of our plaintiff-firm customers who also use Filevine keep their Filevine subscription and add MedLegal AI for the specialist analytical work. The two don't overlap 1:1 — Filevine handles the firm operation (matters, billing, documents, intake), we handle the specialist evidence analysis (chart review, depo support, expert opinions, damages models, demand drafts tuned to med-mal specifics). Different layers, different jobs.

Our honest take: Filevine in 2026 is a much stronger AI platform than in 2024. Their Depositions product is a real competitor to our Courtroom AI in a way nothing else on the market is — and if you're evaluating live-depo AI for a generalist firm, we'd tell you to look at both. But for plaintiff med-mal specialists, the specificity of our chart-cross-reference + PubMed impeachment + specialty-tuned analysis goes deeper than a horizontal AI platform can, because that's the only thing we're built to do. Different wedges, different buyers.

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Frequently asked questions

Is Filevine a competitor to MedLegal AI?

Not directly — they solve different problems. Filevine is a case-management system (intake, contacts, tasks, calendaring, document storage). MedLegal AI is an AI tool suite for the analytical side of med-mal cases (record review, Daubert, expert research, depo prep). Most plaintiff med-mal firms use both: Filevine to organize the case, MedLegal AI to analyze it. Filevine recently added some AI features (Project Vault), but they're general-purpose; MedLegal AI's are med-mal-specialty.

How much does Filevine cost?

Filevine starts at $79-99/user/month with annual contracts (no public pricing — it varies by firm size and modules selected). Implementation fees run $2,000-$10,000. MedLegal AI is $49-$499/mo flat with no implementation cost — you upload medical records and run analyses immediately. The two are complementary, not substitutes; budget for both if you need case management and AI analysis.

Does Filevine integrate with MedLegal AI?

Not natively (yet). Most attorneys upload medical records to MedLegal AI, run analyses, then attach the resulting reports to the matter in Filevine. We're tracking integration requests — if you'd find a Filevine connector valuable, email [email protected] and we'll prioritize accordingly.

Can MedLegal AI replace Filevine?

No. MedLegal AI doesn't have intake forms, contact management, calendaring, or trust accounting — those are Filevine's core. If you're a solo plaintiff attorney without a case-management system yet, Filevine (or Clio, MyCase, PracticePanther) is the right starting point. MedLegal AI is the AI analytical layer that sits alongside it.

What about Filevine + CoCounsel vs MedLegal AI?

Filevine has been integrating CoCounsel (Thomson Reuters' AI). The combined Filevine + CoCounsel + Westlaw stack is comprehensive but can run $400-600/user/mo. For plaintiff med-mal specifically, MedLegal AI's specialty tools cover the analytical work that bundle handles, at a fraction of the price. Most solo plaintiff attorneys use Filevine (or competitors) for case management and MedLegal AI for analysis — not the bundled CoCounsel offering.