Shape the future of care.
Record flexible earnings.
AI is reshaping medicine at high-speed. Its systems interpret thousands of scans, generate clinical documentation, and even predict disease progression. Yet, AI models are imperfect. They need your clinical judgment, intuition, and nuance built from your years of experience to be safe and accurate in the real world.
Your wisdom shouldn't be be coded—it should guide AI. Take the opportunity to define how these systems operate, before they redefine care.
A new kind of medical practice
for a new era of healthcare
A practice that
challenges you
Forget routine cases. Automate.clinic offers intellectually engaging clinical scenarios that require your diagnostic acumen. Evaluate flagged AI outputs, interpret complex findings, and apply your clinical reasoning to shape future AI performance. This isn't data entry. It’s medicine at its most innovative.
A practice that
respects you
Our platform values your expertise without demanding your entire schedule. No appointment slots to fill. No waiting for no-shows. No rushing through visits to stay on track. Just meaningful clinical work that rewards your skill with compensation that reflects its professional value.
A practice that
connects you
We were never meant to practice alone. Reclaim the electricity of hallway consults and case conferences through our platform. Engage directly with peers across specialties, discuss challenging cases, and shape everyone's clinical best practices. Medicine thrives in community and so will you.
"While building care models for over 500,000 people, I’ve always fought against a system that buries doctors in bureaucracy and burn-out. We are continuing that fight now—to help doctors think deeply, work flexibly, and reclaim their purpose. With Automate.clinic, doctors aren’t treating patients. They’re treating AIs—scaling their expertise to millions. Not by seeing more patients, but by making AI safer, smarter, and more human."
Vitals — a platform built by a doctor for doctors
With Automate.clinic's platform, Vitals, you'll leverage your clinical knowledge to train AI models, ensuring they work for, not against us. Training AI is like mentoring the smartest, fastest-learning student you’ve ever had—one that relies on your expertise to master the nuances of medicine. It’s creative, challenging, and rewarding. You’ll guide how AI interprets complex cases, sharpens clinical reasoning, and eliminates the busywork that drains our time, building assistants that free doctors to focus on patients.
The type of work our doctors do
Behavioral health
Behavioral health
Clinical decision support
Clinical decision support
Clinical research
Clinical research
Clinical quality and outcomes
Clinical quality and outcomes
Diagnostic imaging
Diagnostic imaging
Documentation and coding
Documentation and coding
Medication management
Medication management
Virtual care
Virtual care
Patient triage and intake
Patient triage and intake
Personalized medicine
Personalized medicine
Clinical Operations
Clinical Operations
Patient engagement and education
Patient engagement and education
Revenue cycle management
Revenue cycle management
Remote patient monitoring
Remote patient monitoring
What you’ll do
▶
Identify and correct medical hallucinations in AI outputs before they can impact patient care
▶
Identify and correct medical hallucinations in AI outputs before they can impact patient care
▶
Identify and correct medical hallucinations in AI outputs before they can impact patient care
▶
Create gold-standard clinical content that trains AI models to follow best practices
▶
Create gold-standard clinical content that trains AI models to follow best practices
▶
Create gold-standard clinical content that trains AI models to follow best practices
▶
Participate in red-teaming exercises to stress-test AI systems and uncover potential safety issues
▶
Participate in red-teaming exercises to stress-test AI systems and uncover potential safety issues
▶
Participate in red-teaming exercises to stress-test AI systems and uncover potential safety issues
▶
Review complex cases where AI struggles, providing the expert judgment machines can't replicate
▶
Review complex cases where AI struggles, providing the expert judgment machines can't replicate
▶
Review complex cases where AI struggles, providing the expert judgment machines can't replicate
▶
Transform raw clinical data into structured knowledge that makes AI more reliable and trustworthy
▶
Transform raw clinical data into structured knowledge that makes AI more reliable and trustworthy
▶
Transform raw clinical data into structured knowledge that makes AI more reliable and trustworthy
▶
Review AI-generated outputs to detect and correct biases that could lead to healthcare disparities
▶
Review AI-generated outputs to detect and correct biases that could lead to healthcare disparities
▶
Review AI-generated outputs to detect and correct biases that could lead to healthcare disparities
What you won’t do
No back-to-back video visits that leave you feeling like you're on a never-ending Zoom call
No back-to-back video visits that leave you feeling like you're on a never-ending Zoom call
No back-to-back video visits that leave you feeling like you're on a never-ending Zoom call
No pressure to rush through patient encounters to meet strict productivity quotas
No pressure to rush through patient encounters to meet strict productivity quotas
No pressure to rush through patient encounters to meet strict productivity quotas
No repetitive, straightforward cases that underutilize your medical expertise and training
No repetitive, straightforward cases that underutilize your medical expertise and training
No repetitive, straightforward cases that underutilize your medical expertise and training
No more midnight calls or weekend emergencies disrupting your personal life
No more midnight calls or weekend emergencies disrupting your personal life
No more midnight calls or weekend emergencies disrupting your personal life
No rigid scheduling or commuting to a physical office—work from anywhere, anytime, to fit your lifestyle
No rigid scheduling or commuting to a physical office—work from anywhere, anytime, to fit your lifestyle
No rigid scheduling or commuting to a physical office—work from anywhere, anytime, to fit your lifestyle
No endless documentation and EHR busywork taking hours after patient visits
No endless documentation and EHR busywork taking hours after patient visits
No endless documentation and EHR busywork taking hours after patient visits
Vitals: Doctor-in-the-Loop™ infrastructure
Driven by data
Tailored interfaces promote surgically-accurate clinical flows
Operated by experts
Doctors who are mission-aligned, tech-savvy, and in the loop.
Informed by rounds
AI-assisted clinical work to raise medical gold standards.
Backed by faculty
Our peer community advances accuracy, oversight, and trust.
Vitals: Doctor-in-the-Loop™ infrastructure
Driven by data
Tailored interfaces promote surgically-accurate clinical flows
Operated by experts
Doctors who are mission-aligned, tech-savvy, and in the loop.
Informed by rounds
AI-assisted clinical work to raise medical gold standards.
Backed by faculty
Our peer community advances accuracy, oversight, and trust.
Vitals is
Doctor-in-the-Loop™
infrastructure
Driven by data
Tailored interfaces promote surgically-accurate clinical flows
Operated by experts
Doctors who are mission-aligned, tech-savvy, and in the loop.
Informed by rounds
AI-assisted clinical work to raise medical gold standards.
Backed by faculty
Our peer community advances accuracy, oversight, and trust.
Apply to join our practice
Get your questions answered in chat or apply now.
Apply to join our practice
Get your questions answered in chat or apply now.
Apply to join our practice
Get your questions answered in chat or apply now.
Doctors:
Apply today
Companies: Chat below
Join the doctors
Doctors:
Apply today
Companies: Chat below
Join the doctors
Shape the future of care.
Record flexible earnings.
AI is reshaping medicine at high-speed. Its systems interpret thousands of scans, generate clinical documentation, and even predict disease progression. Yet, AI models are imperfect. They need your clinical judgment, intuition, and nuance built from your years of experience to be safe and accurate in the real world.
Your wisdom shouldn't be be coded—it should guide AI. Take the opportunity to define how these systems operate, before they redefine care.
A new kind of medical practice
for a new era of healthcare
A practice that
challenges you
Forget routine cases. Automate.clinic offers intellectually engaging clinical scenarios that require your diagnostic acumen. Evaluate flagged AI outputs, interpret complex findings, and apply your clinical reasoning to shape future AI performance. This isn't data entry. It’s medicine at its most innovative.
A practice that
respects you
Our platform values your expertise without demanding your entire schedule. No appointment slots to fill. No waiting for no-shows. No rushing through visits to stay on track. Just meaningful clinical work that rewards your skill with compensation that reflects its professional value.
A practice that
connects you
We were never meant to practice alone. Reclaim the electricity of hallway consults and case conferences through our platform. Engage directly with peers across specialties, discuss challenging cases, and shape everyone's clinical best practices. Medicine thrives in community and so will you.
"While building care models for over 500,000 people, I’ve always fought against a system that buries doctors in bureaucracy and burn-out. We are continuing that fight now—to help doctors think deeply, work flexibly, and reclaim their purpose. With Automate.clinic, doctors aren’t treating patients. They’re treating AIs—scaling their expertise to millions. Not by seeing more patients, but by making AI safer, smarter, and more human."
Vitals — a platform built by a doctor for doctors
With Automate.clinic's platform, Vitals, you'll leverage your clinical knowledge to train AI models, ensuring they work for, not against us. Training AI is like mentoring the smartest, fastest-learning student you’ve ever had—one that relies on your expertise to master the nuances of medicine. It’s creative, challenging, and rewarding. You’ll guide how AI interprets complex cases, sharpens clinical reasoning, and eliminates the busywork that drains our time, building assistants that free doctors to focus on patients.
The type of work our doctors do
Behavioral health
Behavioral health
Clinical decision support
Clinical decision support
Clinical research
Clinical research
Clinical quality and outcomes
Clinical quality and outcomes
Diagnostic imaging
Diagnostic imaging
Documentation and coding
Documentation and coding
Medication management
Medication management
Virtual care
Virtual care
Patient triage and intake
Patient triage and intake
Personalized medicine
Personalized medicine
Clinical Operations
Clinical Operations
Patient engagement and education
Patient engagement and education
Revenue cycle management
Revenue cycle management
Remote patient monitoring
Remote patient monitoring
What you’ll do
▶
Identify and correct medical hallucinations in AI outputs before they can impact patient care
▶
Identify and correct medical hallucinations in AI outputs before they can impact patient care
▶
Identify and correct medical hallucinations in AI outputs before they can impact patient care
▶
Create gold-standard clinical content that trains AI models to follow best practices
▶
Create gold-standard clinical content that trains AI models to follow best practices
▶
Create gold-standard clinical content that trains AI models to follow best practices
▶
Participate in red-teaming exercises to stress-test AI systems and uncover potential safety issues
▶
Participate in red-teaming exercises to stress-test AI systems and uncover potential safety issues
▶
Participate in red-teaming exercises to stress-test AI systems and uncover potential safety issues
▶
Review complex cases where AI struggles, providing the expert judgment machines can't replicate
▶
Review complex cases where AI struggles, providing the expert judgment machines can't replicate
▶
Review complex cases where AI struggles, providing the expert judgment machines can't replicate
▶
Transform raw clinical data into structured knowledge that makes AI more reliable and trustworthy
▶
Transform raw clinical data into structured knowledge that makes AI more reliable and trustworthy
▶
Transform raw clinical data into structured knowledge that makes AI more reliable and trustworthy
▶
Review AI-generated outputs to detect and correct biases that could lead to healthcare disparities
▶
Review AI-generated outputs to detect and correct biases that could lead to healthcare disparities
▶
Review AI-generated outputs to detect and correct biases that could lead to healthcare disparities
What you won’t do
No back-to-back video visits that leave you feeling like you're on a never-ending Zoom call
No back-to-back video visits that leave you feeling like you're on a never-ending Zoom call
No back-to-back video visits that leave you feeling like you're on a never-ending Zoom call
No pressure to rush through patient encounters to meet strict productivity quotas
No pressure to rush through patient encounters to meet strict productivity quotas
No pressure to rush through patient encounters to meet strict productivity quotas
No repetitive, straightforward cases that underutilize your medical expertise and training
No repetitive, straightforward cases that underutilize your medical expertise and training
No repetitive, straightforward cases that underutilize your medical expertise and training
No more midnight calls or weekend emergencies disrupting your personal life
No more midnight calls or weekend emergencies disrupting your personal life
No more midnight calls or weekend emergencies disrupting your personal life
No rigid scheduling or commuting to a physical office—work from anywhere, anytime, to fit your lifestyle
No rigid scheduling or commuting to a physical office—work from anywhere, anytime, to fit your lifestyle
No rigid scheduling or commuting to a physical office—work from anywhere, anytime, to fit your lifestyle
No endless documentation and EHR busywork taking hours after patient visits
No endless documentation and EHR busywork taking hours after patient visits
No endless documentation and EHR busywork taking hours after patient visits
Vitals: Doctor-in-the-Loop™ infrastructure
Driven by data
Tailored interfaces promote surgically-accurate clinical flows
Operated by experts
Doctors who are mission-aligned, tech-savvy, and in the loop.
Informed by rounds
AI-assisted clinical work to raise medical gold standards.
Backed by faculty
Our peer community advances accuracy, oversight, and trust.
Vitals: Doctor-in-the-Loop™ infrastructure
Driven by data
Tailored interfaces promote surgically-accurate clinical flows
Operated by experts
Doctors who are mission-aligned, tech-savvy, and in the loop.
Informed by rounds
AI-assisted clinical work to raise medical gold standards.
Backed by faculty
Our peer community advances accuracy, oversight, and trust.
Vitals is
Doctor-in-the-Loop™
infrastructure
Driven by data
Tailored interfaces promote surgically-accurate clinical flows
Operated by experts
Doctors who are mission-aligned, tech-savvy, and in the loop.
Informed by rounds
AI-assisted clinical work to raise medical gold standards.
Backed by faculty
Our peer community advances accuracy, oversight, and trust.
Apply to join our practice
Get your questions answered in chat or apply now.
Apply to join our practice
Get your questions answered in chat or apply now.
Apply to join our practice
Get your questions answered in chat or apply now.
Doctors:
Apply today
Companies: Chat below
Join the doctors
Doctors:
Apply today
Companies: Chat below
Join the doctors
Shape the future of care.
Record flexible earnings.
AI is reshaping medicine at high-speed. Its systems interpret thousands of scans, generate clinical documentation, and even predict disease progression. Yet, AI models are imperfect. They need your clinical judgment, intuition, and nuance built from your years of experience to be safe and accurate in the real world.
Your wisdom shouldn't be be coded—it should guide AI. Take the opportunity to define how these systems operate, before they redefine care.
A new kind of medical practice
for a new era of healthcare
A practice that
challenges you
Forget routine cases. Automate.clinic offers intellectually engaging clinical scenarios that require your diagnostic acumen. Evaluate flagged AI outputs, interpret complex findings, and apply your clinical reasoning to shape future AI performance. This isn't data entry. It’s medicine at its most innovative.
A practice that
respects you
Our platform values your expertise without demanding your entire schedule. No appointment slots to fill. No waiting for no-shows. No rushing through visits to stay on track. Just meaningful clinical work that rewards your skill with compensation that reflects its professional value.
A practice that
connects you
We were never meant to practice alone. Reclaim the electricity of hallway consults and case conferences through our platform. Engage directly with peers across specialties, discuss challenging cases, and shape everyone's clinical best practices. Medicine thrives in community and so will you.
"While building care models for over 500,000 people, I’ve always fought against a system that buries doctors in bureaucracy and burn-out. We are continuing that fight now—to help doctors think deeply, work flexibly, and reclaim their purpose. With Automate.clinic, doctors aren’t treating patients. They’re treating AIs—scaling their expertise to millions. Not by seeing more patients, but by making AI safer, smarter, and more human."
Vitals — a platform built by a doctor for doctors
With Automate.clinic's platform, Vitals, you'll leverage your clinical knowledge to train AI models, ensuring they work for, not against us. Training AI is like mentoring the smartest, fastest-learning student you’ve ever had—one that relies on your expertise to master the nuances of medicine. It’s creative, challenging, and rewarding. You’ll guide how AI interprets complex cases, sharpens clinical reasoning, and eliminates the busywork that drains our time, building assistants that free doctors to focus on patients.
The type of work our doctors do
Behavioral health
Behavioral health
Clinical decision support
Clinical decision support
Clinical research
Clinical research
Clinical quality and outcomes
Clinical quality and outcomes
Diagnostic imaging
Diagnostic imaging
Documentation and coding
Documentation and coding
Medication management
Medication management
Virtual care
Virtual care
Patient triage and intake
Patient triage and intake
Personalized medicine
Personalized medicine
Clinical Operations
Clinical Operations
Patient engagement and education
Patient engagement and education
Revenue cycle management
Revenue cycle management
Remote patient monitoring
Remote patient monitoring
What you’ll do
▶
Identify and correct medical hallucinations in AI outputs before they can impact patient care
▶
Identify and correct medical hallucinations in AI outputs before they can impact patient care
▶
Identify and correct medical hallucinations in AI outputs before they can impact patient care
▶
Create gold-standard clinical content that trains AI models to follow best practices
▶
Create gold-standard clinical content that trains AI models to follow best practices
▶
Create gold-standard clinical content that trains AI models to follow best practices
▶
Participate in red-teaming exercises to stress-test AI systems and uncover potential safety issues
▶
Participate in red-teaming exercises to stress-test AI systems and uncover potential safety issues
▶
Participate in red-teaming exercises to stress-test AI systems and uncover potential safety issues
▶
Review complex cases where AI struggles, providing the expert judgment machines can't replicate
▶
Review complex cases where AI struggles, providing the expert judgment machines can't replicate
▶
Review complex cases where AI struggles, providing the expert judgment machines can't replicate
▶
Transform raw clinical data into structured knowledge that makes AI more reliable and trustworthy
▶
Transform raw clinical data into structured knowledge that makes AI more reliable and trustworthy
▶
Transform raw clinical data into structured knowledge that makes AI more reliable and trustworthy
▶
Review AI-generated outputs to detect and correct biases that could lead to healthcare disparities
▶
Review AI-generated outputs to detect and correct biases that could lead to healthcare disparities
▶
Review AI-generated outputs to detect and correct biases that could lead to healthcare disparities
What you won’t do
No back-to-back video visits that leave you feeling like you're on a never-ending Zoom call
No back-to-back video visits that leave you feeling like you're on a never-ending Zoom call
No back-to-back video visits that leave you feeling like you're on a never-ending Zoom call
No pressure to rush through patient encounters to meet strict productivity quotas
No pressure to rush through patient encounters to meet strict productivity quotas
No pressure to rush through patient encounters to meet strict productivity quotas
No repetitive, straightforward cases that underutilize your medical expertise and training
No repetitive, straightforward cases that underutilize your medical expertise and training
No repetitive, straightforward cases that underutilize your medical expertise and training
No more midnight calls or weekend emergencies disrupting your personal life
No more midnight calls or weekend emergencies disrupting your personal life
No more midnight calls or weekend emergencies disrupting your personal life
No rigid scheduling or commuting to a physical office—work from anywhere, anytime, to fit your lifestyle
No rigid scheduling or commuting to a physical office—work from anywhere, anytime, to fit your lifestyle
No rigid scheduling or commuting to a physical office—work from anywhere, anytime, to fit your lifestyle
No endless documentation and EHR busywork taking hours after patient visits
No endless documentation and EHR busywork taking hours after patient visits
No endless documentation and EHR busywork taking hours after patient visits
Vitals: Doctor-in-the-Loop™ infrastructure
Driven by data
Tailored interfaces promote surgically-accurate clinical flows
Operated by experts
Doctors who are mission-aligned, tech-savvy, and in the loop.
Informed by rounds
AI-assisted clinical work to raise medical gold standards.
Backed by faculty
Our peer community advances accuracy, oversight, and trust.
Vitals: Doctor-in-the-Loop™ infrastructure
Driven by data
Tailored interfaces promote surgically-accurate clinical flows
Operated by experts
Doctors who are mission-aligned, tech-savvy, and in the loop.
Informed by rounds
AI-assisted clinical work to raise medical gold standards.
Backed by faculty
Our peer community advances accuracy, oversight, and trust.
Vitals is
Doctor-in-the-Loop™
infrastructure
Driven by data
Tailored interfaces promote surgically-accurate clinical flows
Operated by experts
Doctors who are mission-aligned, tech-savvy, and in the loop.
Informed by rounds
AI-assisted clinical work to raise medical gold standards.
Backed by faculty
Our peer community advances accuracy, oversight, and trust.
Apply to join our practice
Get your questions answered in chat or apply now.
Apply to join our practice
Get your questions answered in chat or apply now.
Apply to join our practice
Get your questions answered in chat or apply now.
Doctors:
Apply today
Companies: Chat below
Join the doctors
Doctors:
Apply today
Companies: Chat below
Join the doctors