Shape the future of care.
Record flexible earnings.
AI is reshaping medicine, but right now most healthcare LLMs perform like med students—technically capable but lacking the clinical judgment that defines expert care. This is where you come in. At Automate.clinic, you'll teach AI systems how expert doctors actually think, reason, and solve complex cases. The next decade will determine whether AI elevates clinical care or undermines it.
This is your chance to shape technology that could standardize the highest quality care for millions of patients—and define the future of medicine itself.
Apply to join our community and practice
Join our forward-thinking clinician community and make your mark on the future of care.
Apply to join our community and practice
Join our forward-thinking clinician community and make your mark on the future of care.
Apply to join our community and practice
Join our forward-thinking clinician community and make your mark on the future of care.
A new kind of medical practice
for a new era of healthcare
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.

AI is going to fundamentally transform healthcare—but only if doctors train it. Now is the time for us to step in and shape these systems so they work for our profession and our patients. I've spent my career building medical practices where physicians actually want to work, and I know what makes us tick because I am one. At Automate.clinic, we're creating a community where we can influence the future of medicine while working on our own terms, tackling intellectually challenging problems, and connecting with colleagues you truly enjoy.
Help us improve…
ER Clinical Recommendations
Review and validate AI-generated emergency department clinical recommendations to ensure life-critical accuracy in high-stakes scenarios.
Emergency Medicine
ER Clinical Recommendations
Review and validate AI-generated emergency department clinical recommendations to ensure life-critical accuracy in high-stakes scenarios.
Emergency Medicine
ER Clinical Recommendations
Review and validate AI-generated emergency department clinical recommendations to ensure life-critical accuracy in high-stakes scenarios.
Emergency Medicine
Diagnostic Imaging
Analyze AI interpretations of medical imaging and provide expert annotations to improve diagnostic accuracy for rare and complex cases.
Radiology
Diagnostic Imaging
Analyze AI interpretations of medical imaging and provide expert annotations to improve diagnostic accuracy for rare and complex cases.
Radiology
Diagnostic Imaging
Analyze AI interpretations of medical imaging and provide expert annotations to improve diagnostic accuracy for rare and complex cases.
Radiology
Clinical Bias
Identify and document demographic, representativeness, and clinical reasoning biases in healthcare AI outputs to ensure equitable care.
Primary Care
Clinical Bias
Identify and document demographic, representativeness, and clinical reasoning biases in healthcare AI outputs to ensure equitable care.
Primary Care
Clinical Bias
Identify and document demographic, representativeness, and clinical reasoning biases in healthcare AI outputs to ensure equitable care.
Primary Care
Pediatric Triage
Evaluate AI chatbot responses to pediatric patient inquiries and ensure age-appropriate, accurate medical guidance for families.
Pediatrics
Pediatric Triage
Evaluate AI chatbot responses to pediatric patient inquiries and ensure age-appropriate, accurate medical guidance for families.
Pediatrics
Pediatric Triage
Evaluate AI chatbot responses to pediatric patient inquiries and ensure age-appropriate, accurate medical guidance for families.
Pediatrics
Ambient Scribe
Review AI-generated patient encounter clinical documentation to validate accuracy, and adherence to medical standards.
Primary Care
Ambient Scribe
Review AI-generated patient encounter clinical documentation to validate accuracy, and adherence to medical standards.
Primary Care
Ambient Scribe
Review AI-generated patient encounter clinical documentation to validate accuracy, and adherence to medical standards.
Primary Care
Mental Health Chatbot
Evaluate AI-generated mental health assessments and therapeutic recommendations to ensure clinical appropriateness and patient safety.
Mental Health
Mental Health Chatbot
Evaluate AI-generated mental health assessments and therapeutic recommendations to ensure clinical appropriateness and patient safety.
Mental Health
Mental Health Chatbot
Evaluate AI-generated mental health assessments and therapeutic recommendations to ensure clinical appropriateness and patient safety.
Mental Health
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, when it works for you
No rigid scheduling or commuting to a physical office—work from anywhere, when it works for you
No rigid scheduling or commuting to a physical office—work from anywhere, when it works for you
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
Apply to join our community and practice
Join our forward-thinking clinician community and make your mark on the future of care.
Apply to join our community and practice
Join our forward-thinking clinician community and make your mark on the future of care.
Apply to join our community and practice
Join our forward-thinking clinician community and make your mark on the future of care.
Shape the future of care.
Record flexible earnings.
AI is reshaping medicine, but right now most healthcare LLMs perform like med students—technically capable but lacking the clinical judgment that defines expert care. This is where you come in. At Automate.clinic, you'll teach AI systems how expert doctors actually think, reason, and solve complex cases. The next decade will determine whether AI elevates clinical care or undermines it.
This is your chance to shape technology that could standardize the highest quality care for millions of patients—and define the future of medicine itself.
Apply to join our community and practice
Join our forward-thinking clinician community and make your mark on the future of care.
Apply to join our community and practice
Join our forward-thinking clinician community and make your mark on the future of care.
Apply to join our community and practice
Join our forward-thinking clinician community and make your mark on the future of care.
A new kind of medical practice
for a new era of healthcare
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.

AI is going to fundamentally transform healthcare—but only if doctors train it. Now is the time for us to step in and shape these systems so they work for our profession and our patients. I've spent my career building medical practices where physicians actually want to work, and I know what makes us tick because I am one. At Automate.clinic, we're creating a community where we can influence the future of medicine while working on our own terms, tackling intellectually challenging problems, and connecting with colleagues you truly enjoy.
Help us improve…
ER Clinical Recommendations
Review and validate AI-generated emergency department clinical recommendations to ensure life-critical accuracy in high-stakes scenarios.
Emergency Medicine
ER Clinical Recommendations
Review and validate AI-generated emergency department clinical recommendations to ensure life-critical accuracy in high-stakes scenarios.
Emergency Medicine
ER Clinical Recommendations
Review and validate AI-generated emergency department clinical recommendations to ensure life-critical accuracy in high-stakes scenarios.
Emergency Medicine
Diagnostic Imaging
Analyze AI interpretations of medical imaging and provide expert annotations to improve diagnostic accuracy for rare and complex cases.
Radiology
Diagnostic Imaging
Analyze AI interpretations of medical imaging and provide expert annotations to improve diagnostic accuracy for rare and complex cases.
Radiology
Diagnostic Imaging
Analyze AI interpretations of medical imaging and provide expert annotations to improve diagnostic accuracy for rare and complex cases.
Radiology
Clinical Bias
Identify and document demographic, representativeness, and clinical reasoning biases in healthcare AI outputs to ensure equitable care.
Primary Care
Clinical Bias
Identify and document demographic, representativeness, and clinical reasoning biases in healthcare AI outputs to ensure equitable care.
Primary Care
Clinical Bias
Identify and document demographic, representativeness, and clinical reasoning biases in healthcare AI outputs to ensure equitable care.
Primary Care
Pediatric Triage
Evaluate AI chatbot responses to pediatric patient inquiries and ensure age-appropriate, accurate medical guidance for families.
Pediatrics
Pediatric Triage
Evaluate AI chatbot responses to pediatric patient inquiries and ensure age-appropriate, accurate medical guidance for families.
Pediatrics
Pediatric Triage
Evaluate AI chatbot responses to pediatric patient inquiries and ensure age-appropriate, accurate medical guidance for families.
Pediatrics
Ambient Scribe
Review AI-generated patient encounter clinical documentation to validate accuracy, and adherence to medical standards.
Primary Care
Ambient Scribe
Review AI-generated patient encounter clinical documentation to validate accuracy, and adherence to medical standards.
Primary Care
Ambient Scribe
Review AI-generated patient encounter clinical documentation to validate accuracy, and adherence to medical standards.
Primary Care
Mental Health Chatbot
Evaluate AI-generated mental health assessments and therapeutic recommendations to ensure clinical appropriateness and patient safety.
Mental Health
Mental Health Chatbot
Evaluate AI-generated mental health assessments and therapeutic recommendations to ensure clinical appropriateness and patient safety.
Mental Health
Mental Health Chatbot
Evaluate AI-generated mental health assessments and therapeutic recommendations to ensure clinical appropriateness and patient safety.
Mental Health
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, when it works for you
No rigid scheduling or commuting to a physical office—work from anywhere, when it works for you
No rigid scheduling or commuting to a physical office—work from anywhere, when it works for you
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
Apply to join our community and practice
Join our forward-thinking clinician community and make your mark on the future of care.
Apply to join our community and practice
Join our forward-thinking clinician community and make your mark on the future of care.
Apply to join our community and practice
Join our forward-thinking clinician community and make your mark on the future of care.
Shape the future of care.
Record flexible earnings.
AI is reshaping medicine, but right now most healthcare LLMs perform like med students—technically capable but lacking the clinical judgment that defines expert care. This is where you come in. At Automate.clinic, you'll teach AI systems how expert doctors actually think, reason, and solve complex cases. The next decade will determine whether AI elevates clinical care or undermines it.
This is your chance to shape technology that could standardize the highest quality care for millions of patients—and define the future of medicine itself.
Apply to join our community and practice
Join our forward-thinking clinician community and make your mark on the future of care.
Apply to join our community and practice
Join our forward-thinking clinician community and make your mark on the future of care.
Apply to join our community and practice
Join our forward-thinking clinician community and make your mark on the future of care.
A new kind of medical practice
for a new era of healthcare
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.

AI is going to fundamentally transform healthcare—but only if doctors train it. Now is the time for us to step in and shape these systems so they work for our profession and our patients. I've spent my career building medical practices where physicians actually want to work, and I know what makes us tick because I am one. At Automate.clinic, we're creating a community where we can influence the future of medicine while working on our own terms, tackling intellectually challenging problems, and connecting with colleagues you truly enjoy.
Help us improve…
ER Clinical Recommendations
Review and validate AI-generated emergency department clinical recommendations to ensure life-critical accuracy in high-stakes scenarios.
Emergency Medicine
ER Clinical Recommendations
Review and validate AI-generated emergency department clinical recommendations to ensure life-critical accuracy in high-stakes scenarios.
Emergency Medicine
ER Clinical Recommendations
Review and validate AI-generated emergency department clinical recommendations to ensure life-critical accuracy in high-stakes scenarios.
Emergency Medicine
Diagnostic Imaging
Analyze AI interpretations of medical imaging and provide expert annotations to improve diagnostic accuracy for rare and complex cases.
Radiology
Diagnostic Imaging
Analyze AI interpretations of medical imaging and provide expert annotations to improve diagnostic accuracy for rare and complex cases.
Radiology
Diagnostic Imaging
Analyze AI interpretations of medical imaging and provide expert annotations to improve diagnostic accuracy for rare and complex cases.
Radiology
Clinical Bias
Identify and document demographic, representativeness, and clinical reasoning biases in healthcare AI outputs to ensure equitable care.
Primary Care
Clinical Bias
Identify and document demographic, representativeness, and clinical reasoning biases in healthcare AI outputs to ensure equitable care.
Primary Care
Clinical Bias
Identify and document demographic, representativeness, and clinical reasoning biases in healthcare AI outputs to ensure equitable care.
Primary Care
Pediatric Triage
Evaluate AI chatbot responses to pediatric patient inquiries and ensure age-appropriate, accurate medical guidance for families.
Pediatrics
Pediatric Triage
Evaluate AI chatbot responses to pediatric patient inquiries and ensure age-appropriate, accurate medical guidance for families.
Pediatrics
Pediatric Triage
Evaluate AI chatbot responses to pediatric patient inquiries and ensure age-appropriate, accurate medical guidance for families.
Pediatrics
Ambient Scribe
Review AI-generated patient encounter clinical documentation to validate accuracy, and adherence to medical standards.
Primary Care
Ambient Scribe
Review AI-generated patient encounter clinical documentation to validate accuracy, and adherence to medical standards.
Primary Care
Ambient Scribe
Review AI-generated patient encounter clinical documentation to validate accuracy, and adherence to medical standards.
Primary Care
Mental Health Chatbot
Evaluate AI-generated mental health assessments and therapeutic recommendations to ensure clinical appropriateness and patient safety.
Mental Health
Mental Health Chatbot
Evaluate AI-generated mental health assessments and therapeutic recommendations to ensure clinical appropriateness and patient safety.
Mental Health
Mental Health Chatbot
Evaluate AI-generated mental health assessments and therapeutic recommendations to ensure clinical appropriateness and patient safety.
Mental Health
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, when it works for you
No rigid scheduling or commuting to a physical office—work from anywhere, when it works for you
No rigid scheduling or commuting to a physical office—work from anywhere, when it works for you
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
Apply to join our community and practice
Join our forward-thinking clinician community and make your mark on the future of care.
Apply to join our community and practice
Join our forward-thinking clinician community and make your mark on the future of care.
Apply to join our community and practice
Join our forward-thinking clinician community and make your mark on the future of care.