Physician Network

AI generates the draft.
You review, approve, or edit.
Earn a flat fee — the same for yes or no.

Healthcare AI companies need NPI-verified physicians to attest clinical documents. The draft is already written. Your job is to catch what the AI got wrong — and get paid for your judgment. You review under your own malpractice coverage — no entity policy is in force yet, and the queue holds any case you are not covered for. No shifts. No minimum commitment.

Verify Your NPI to Start

NPI lookup takes 30 seconds • You review under your own coverage • Weekly direct deposit

New here? Read the business, explained →

Founding
Cohort Forming
Flat fee
Per Review
Not yet
Measured Review Time
Matched
To your specialty and your licensure

How It Works

Three gestures. That's the whole workflow.

Reject
Approve
Edit
  1. AI generates the clinical document

    Claude AI drafts LMNs, RTM reviews, CCM summaries, and care plans from structured patient data.

  2. You review AI output against source data

    The original patient data and the AI interpretation are shown side by side. You see exactly what the AI used and what it concluded.

  3. Swipe your decision

    Approve (right), reject (left), or edit (up) — and that completes the task. Approve signs it: your determination becomes the anchored record. Edit means a fixable gap: you document what needs to change — you don't rewrite the document yourself — your note travels with the case, and it comes back through re-review after the fix. An edit pays the same as an approve. Reject declines with a documented reason. On every path your written rationale is the record; citing a guideline strengthens it, but no reference list is required. Average review takes 3 minutes. Every decision is timestamped and audit-trailed. See the full sequence

  4. Build your record

    Every decision is recorded under your name, with the flat fee it carries. The pilot runs on synthetic cases, so nothing is paid until live cases open.


Who We're Looking For

Built for physicians who want flexibility

Semi-Retired Physicians

Stay clinically engaged on your terms. Review from home, the cabin, or anywhere with WiFi.

Hospitalists Wanting Side Income

Fill downtime between shifts with meaningful clinical work that pays a flat fee per review.

Locum Physicians

Between assignments? Keep earning without committing to a schedule. Pick up reviews when it suits you.

Fellowship Graduates

Build clinical decision-making experience, earn CME credits, and get paid while you launch your career.


What You Get

Real compensation. Real flexibility. Stated limits.

$12 – $100 Per Review

A flat fee for every completed review — the same whether you sign or decline.

Your Schedule, Your Rules

No minimums, no shifts. Review from anywhere — your couch, your office, between patients. Set your own availability as the founding network comes online.

Coverage Is a Gate, Not a Promise

No entity-level malpractice, AI-liability, or cyber policy is in force today. Reviewers work under their own malpractice coverage, and the queue routes a case only to a physician who is both licensed and covered in that patient’s state — Colorado at present. Every other case in the queue is synthetic. If that changes, you will be told in writing.

How Long a Review Takes

Not measured yet. Until a review is completed under the current timing, this says so rather than showing an estimate.

CME Credit Opportunities

Earn continuing medical education credits while you review. Keep your license active through meaningful clinical work.

Train the Future of Healthcare AI

Your review patterns directly improve the AI models. Every approve, reject, and edit teaches the system to be better.

Your Review Record

Every case you signed or declined, and the fee each one carries. No scores and no rankings — and nothing is payable until live cases open.


Physician Tiers

Earn more as you prove more

Tier Rate Details
Founding Authority
By Invitation
$75 – $100 Founding physicians who shape review standards and AI training protocols. Limited to first 25 reviewers.
Expert Reviewer
Specialty Lead
$40 – $75 Specialty leads with proven track record. Consistently high accuracy and throughput across 100+ reviews.
Network Physician
Standard
$12 – $40 Standard marketplace tier. Any licensed physician with valid NPI. Upgrade to Expert based on performance.
Supervised
Learning
Free / CME Fellows and residents building clinical judgment. Earn CME credits while learning AI-assisted review workflows.

Your judgment ledger — you own it, and it travels with you

Every review you sign generates a tamper-evident receipt: what you reviewed (by content hash — never the content itself), your verdict, your credential class, the timestamp. Those receipts accumulate into a portable, independently verifiable record of your clinical judgment — volume, specialties, inter-reviewer agreement — anchored to a public registry that is countersigned into Bitcoin daily, so it stays provable even without us. No platform we know of lets a physician walk away with a cryptographically verifiable history of their own reviews. Here, that record is yours by design: the reviews may be work for hire — the proof of how you judge is a professional asset you keep for the rest of your career.

Receipts carry no patient data — fingerprints only. Your agreement statistics are shared exactly as widely as you choose. The standard your reviews are measured against is public: The Five Tests of a Real Review.


What You Need

Four requirements. That's it.

No credentialing committee. No 90-day panel process. No fee to join. A flat platform fee per completed review, disclosed before you accept — nothing until you earn. See the full sequence


License Protection

Three layers protecting your license

ClinicalSwipe is built to protect reviewers, not just patients. Every safeguard exists so you can review with confidence.

No Signature Without the Document

No rubber-stamping. An approval with nothing in the case packet is refused on the server, and your time on each case is recorded — measured, not enforced.

Side-by-Side Comparison

AI output and original source data displayed together. You see exactly what the AI interpreted and the raw patient data it used.

Complete Audit Trail

Every decision timestamped, every edit version-controlled. Full forensic record if anyone ever asks.

Insurance: What Is and Is Not in Force

In force today: each reviewer’s own malpractice policy, plus a queue that will not route a case to a physician who is not both licensed and covered where the patient is. Not yet in force: entity-level malpractice, AI-liability, or cyber. Until those bind, real cases are Colorado-only and everything else is synthetic.

3-Layer Fraud Detection

Pattern analysis flags suspicious review behavior before it reaches your name. Protects you from system-level manipulation.

MSA Reviewer Agreement

Clear scope of engagement. You review documents — you don't treat patients. Clean liability boundaries.


Join ClinicalSwipe

Verify your NPI to get started

Enter your 10-digit NPI number. We verify against the CMS NPPES Registry in real time.