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.

Jay Parkinson, MD/MPH

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.

Jay Parkinson, MD/MPH

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.

Jay Parkinson, MD/MPH

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.