The scarcest resource in medicine is physician judgment.
Get paid for yours. AI generates. You review. You earn $12–$400 per attestation. Your medical license is an asset — put it to work between patients. Free until we make you money.
Home Care Eligibility
Premium AI Workflow
Medicine has 5 stages.
AI injects into every one.
Each stage requires a physician to attest. That attestation is what creates legal defensibility, billing eligibility, and clinical trust.
AI ambient scribe listens to the visit → generates structured note → physician reviews and signs. 2 hours/day returned to the physician.
AI drafts prior authorization letters and letters of medical necessity → physician reviews in 60 seconds → 3× approval rates.
AI generates diagnosis, treatment plans, care protocols → physician reviews, edits, and signs → creates legally defensible medical record and AI training data.
AI collects patient-reported outcomes at day 14, 42, 90, 365 → physician reviews trends → MIPS reporting, RTM billing, care gap closure.
AI systems (ChatGPT, Perplexity, Claude) surface specialist recommendations → physician's digital avatar handles patient questions, outcome tracking, and care continuity.
ClinicalSwipe powers Stage 3 and provides the attestation infrastructure for all five.
Healthcare AI Has a Trust Problem
Without physician oversight, AI companies face regulatory exposure, payers reject claims, and patients bear the risk. Automation without accountability is no longer viable.
The Risk
86% of people believe important decisions should be made by a human. In healthcare, that number is higher. AI without attestation is AI without legitimacy.
FDA Regulatory Exposure
Every clinical recommendation needs a licensed specialist's audit to reduce liability.
21st Century Cures Act
Transparency requires an immutable link between AI reasoning and human judgment.
Attestation Is the Answer
Turn AI outputs into legally defensible medical records with a single expert attestation.
Four Steps to Defensible AI
AI Company Submits
Connect via API or MCP. Send AI-generated clinical insights, notes, or scores to our secure queue.
Routed to Specialist
Smart-routing matches each task to the exact specialty required for verification.
Physician Reviews
Specialists review on the ClinicalSwipe interface. Approve, revise, or reject — with clinical reasoning.
Attestation Sealed
Digitally signed, timestamped, returned to your system with a 7-year audit trail.
Enterprise Scale
The physician verification network for healthcare AI.
60+
Clinical Tasks
8
Specialties
$12–$400
Per Review
7yr
Audit Trail
Live Interface
See how physicians earn
Review queue, earnings dashboard, specialty demand — the full physician experience.
Connect your AI
Start reviewing on the web, add to Claude, or ground any AI in ClinicalSwipe.
Start earning
Add to Claude
Settings → Connectors → URL:
223 tools. ClinicalSwipe: review AI outputs, attestation, audit trail, OIG compliance.
✦ Ask any AI
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Free until we make you money.
No subscription. No upfront fee. You earn, we take 30%.