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For physicians

Expert witness work.
Without the headaches.

No cold calls from attorneys. No unstructured record dumps. No chasing invoices. Join a network where cases match your specialty, records arrive pre-analyzed, and you get paid — every time.

Apply to joinFree to join · 5 minutes to apply

Sound familiar?

The problems every expert witness knows.

“You completed a $15,000 review and never got paid.”

Retainers collected upfront via Stripe. Payment guaranteed before you start.

“You didn't know what to charge — so you guessed.”

Rate guidance by specialty with market benchmarks. Set your own rates with confidence.

“You got 2,000 pages with no summary and no chronology.”

Every case arrives with AI-generated chronology, SOC flags, and causation mapping.

“You wrote an engagement letter by copying a colleague's from Facebook.”

Engagement letter templates, report guides, and deposition prep — built into the platform.

“You want more cases but don't know how to market yourself.”

Attorneys find you. Cases matched to your specialty and geography. No marketing needed.

“You spent 40 hours sorting records before you could give an opinion.”

AI pre-analysis means you start reviewing, not sorting. Cut your time in half.

How it works

01

Create your profile

Specialty, sub-specialty, geography, availability, rates. Upload your CV once. Set your hourly rates for review, deposition, and trial. Takes 5 minutes.

02

Receive matched cases

When an attorney submits a case matching your specialty, you get a notification with the AI case summary — merit assessment, SOC flags, clinical issues. Review the summary and accept or decline. No obligation.

03

Start with records pre-analyzed

Accepted cases come with a complete AI analysis: medical chronology, standard-of-care flags with page references, causation mapping, and deposition questions. Your time goes to clinical judgment, not document sorting.

04

Get paid — guaranteed

The attorney's retainer is collected before you begin. Track your time in the platform, submit invoices, get paid. No chasing. No write-offs. No surprises.

Built for physicians

Everything you need to do expert work professionally.

Rate-setting guidance

Market benchmarks by specialty for record review, deposition, and trial testimony. Know what to charge.

Engagement letter templates

Attorney-reviewed templates you can customize. No more copying a colleague's from a Facebook group.

Pre-analyzed records

AI-built chronology, SOC flags, and causation mapping. Start reviewing, not sorting.

Time tracking & invoicing

Built-in timer, activity logging, and invoice generation. Submit directly through the platform.

Payment guarantee

Retainers collected from the attorney before you begin. No unpaid invoices.

Deposition prep materials

Report structure guides, common deposition questions by specialty, and strategic framing.

Marketplace profile

Board certification, hospital affiliations, and expertise — visible to attorneys searching for your specialty.

Case AI assistant

Ask questions about the case, generate supplementary analysis, draft report sections — with your notes included as context.

Earning potential

Set your own rates. Get paid for your expertise.

Record review

$300–$900/hr

Most common: $400–$500/hr

Deposition

$500–$1,500/hr

2-hour minimum typical

Trial testimony

$750–$2,000/hr

4-hour minimum typical

A typical case: 15 hours at $500/hr = $7,500

3–5 cases per quarter = $22K–$37K annually from expert witness work alone.

Free to join. No upfront costs. Annalis charges a small platform fee on completed engagements only — you never pay anything out of pocket.

From a physician who’s been there

AP

“My first expert witness case, I didn’t collect a retainer. I completed the review, submitted a $15,000 invoice to the law firm, and never got paid.”

“My second case, I had to figure out engagement letters and fee schedules by asking colleagues on Facebook. Nobody teaches you this in residency.”

“I built Annalis so no physician has to learn these lessons the expensive way. Guaranteed payment, rate guidance, templates, pre-analyzed records — everything I wished I had when I started.”

Anup Pradhan, MD·Board-Certified Orthopedic Surgeon·Chair of Orthopedics, Medical City Dallas

Common questions

How much can I earn per case?+

You set your own rates. Physicians typically charge $300–$900/hour for record review and $500–$1,500/hour for deposition testimony. A typical case involving 10–20 hours of review at $500/hour generates $5,000–$10,000. We provide rate-setting guidance based on your specialty and market data.

What if I've never done expert witness work before?+

Many physicians in our network started with no prior litigation experience. You get access to engagement letter templates, report structure guides, deposition prep materials, and rate-setting guidance — all built by a surgeon who learned these lessons the hard way.

How do I get paid? Will I actually get paid?+

Yes — guaranteed. Annalis collects the attorney's retainer via Stripe before your work begins. Retainers are held in escrow and released against your invoices. You invoice through the platform. No chasing attorneys. No unpaid invoices. No writing off $15,000 because a firm ghosted you.

How are cases matched to me?+

Cases are matched based on your specialty, sub-specialty, geographic availability, and the clinical issues involved. You receive a case summary with the AI pre-analysis before accepting — so you know exactly what you're getting into. Accept or decline, no obligation.

What does 'AI pre-analyzed records' mean?+

Before you receive a case, our AI has built a medical chronology, flagged potential standard-of-care issues, and mapped causation chains — all with page references. You start with a structured overview instead of cold-reading 800 pages. Your time goes to clinical judgment, not document sorting.

Do I need my own malpractice insurance for expert work?+

Expert witness work is generally covered under your existing professional liability policy, but we recommend confirming with your carrier. We can provide guidance on what to ask.

How much time does a typical case take?+

With pre-analyzed records, a straightforward case review takes 8–15 hours. Complex cases with extensive records may take 20–30 hours. Because you're not spending time building your own chronology from scratch, the total time is significantly less than traditional expert review.

Is there a cost to join?+

Free to join, free to use. Annalis charges a platform fee on completed engagements — you never pay anything out of pocket.

Join the network

Apply to the annalis expert network.

Takes 5 minutes. We review applications within 48 hours.

Apply to join

Free to join. No fees until your first paid case.

Are you an attorney looking for case analysis?

Learn about AI case intelligence—Merit analysis in minutes. First case free.

annalis.ai

AI case intelligence +
expert witness matching.
Built by a board-certified surgeon.

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