Validate smarter,

to build faster.

You’ve built something exciting—but you can’t ship it without clinical validation.

Hiring doctors is expensive, and getting feedback through traditional channels is painfully slow. That’s where we come in. Automate.clinic gives you fast, structured input from real physicians who know how to work with AI teams. No red tape. No fluff. Just clinical validation you can actually use—when you need it most.

With Automate.clinic, you don’t need to:

Recruit a full-time medical advisory board

Skip the six-month search and $300K salary—our doctors are already trained in AI workflows and ready to go.

Interpret vague feedback from disconnected doctors

Eliminate the gut-feeling that something feels off with structured, high-signal feedback and data you can put to use.

Worry about whether AI output is clinically sound

If there’s a red flag, we’ll catch it—before it costs you time, money, or credibility.

Our doctor-validated datasets help your AI weather real-world complexities, and protect patients, along with your reputation.

We handle clinical validation so you can keep building

1.0

Sync your AI outputs or use cases

Analyze user feedback + failure patterns.



Send us what your model is generating—or the use case you’re targeting. Think discharge summaries, symptom answers, patient education, and more.

2.0

Our clinical team reviews and refines

Our doctor team—trained in AI workflows—creates gold standard outputs your model can learn from and catches and corrects clinical errors that could undermine your product.

1.3

Get structured, high-quality data—fast

We’re async by default, so there’s no scheduling drama. You get clean, actionable insights within days.

Repeat anytime

Use us in sprints or as-needed. No bloat, no overhead—just validation on tap.

Built by doctors. Tuned for AI builders.

Automate.clinic was founded by a doctor who has built tech startups, partnered with AI companies, and practiced real-world medicine. We know how to make clinical validation fast, useful, and startup-friendly.

Stay focused on building great tech and let us handle building a great medical team.

Book a consultation and get real physician input on your AI—this week.

Stay focused on building great tech and let us handle building a great medical team.

Book a consultation and get real physician input on your AI—this week.

Stay focused on building great tech and let us handle building a great medical team.

Book a consultation and get real physician input on your AI—this week.

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

Powered by Automate.clinic's

Doctor-in-the-Loop™

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

Powered by Automate.clinic's

Doctor-in-the-Loop™

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.

Vitals

Powered by Automate.clinic's

Doctor-in-the-Loop™

Doctors:
Apply today

Companies: Chat below

Schedule a call

Validate smarter,

to build faster.

You’ve built something exciting—but you can’t ship it without clinical validation.

Hiring doctors is expensive, and getting feedback through traditional channels is painfully slow. That’s where we come in. Automate.clinic gives you fast, structured input from real physicians who know how to work with AI teams. No red tape. No fluff. Just clinical validation you can actually use—when you need it most.

With Automate.clinic, you don’t need to:

Recruit a full-time medical advisory board

Skip the six-month search and $300K salary—our doctors are already trained in AI workflows and ready to go.

Interpret vague feedback from disconnected doctors

Eliminate the gut-feeling that something feels off with structured, high-signal feedback and data you can put to use.

Worry about whether AI output is clinically sound

If there’s a red flag, we’ll catch it—before it costs you time, money, or credibility.

Our doctor-validated datasets help your AI weather real-world complexities, and protect patients, along with your reputation.

We handle clinical validation so you can keep building

1.0

Sync your AI outputs or use cases

Analyze user feedback + failure patterns.



Send us what your model is generating—or the use case you’re targeting. Think discharge summaries, symptom answers, patient education, and more.

2.0

Our clinical team reviews and refines

Our doctor team—trained in AI workflows—creates gold standard outputs your model can learn from and catches and corrects clinical errors that could undermine your product.

1.3

Get structured, high-quality data—fast

We’re async by default, so there’s no scheduling drama. You get clean, actionable insights within days.

Repeat anytime

Use us in sprints or as-needed. No bloat, no overhead—just validation on tap.

Built by doctors. Tuned for AI builders.

Automate.clinic was founded by a doctor who has built tech startups, partnered with AI companies, and practiced real-world medicine. We know how to make clinical validation fast, useful, and startup-friendly.

Stay focused on building great tech and let us handle building a great medical team.

Book a consultation and get real physician input on your AI—this week.

Stay focused on building great tech and let us handle building a great medical team.

Book a consultation and get real physician input on your AI—this week.

Stay focused on building great tech and let us handle building a great medical team.

Book a consultation and get real physician input on your AI—this week.

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

Powered by Automate.clinic's

Doctor-in-the-Loop™

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

Powered by Automate.clinic's

Doctor-in-the-Loop™

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.

Vitals

Powered by Automate.clinic's

Doctor-in-the-Loop™

Doctors:
Apply today

Companies: Chat below

Schedule a call

Validate smarter,

to build faster.

You’ve built something exciting—but you can’t ship it without clinical validation.

Hiring doctors is expensive, and getting feedback through traditional channels is painfully slow. That’s where we come in. Automate.clinic gives you fast, structured input from real physicians who know how to work with AI teams. No red tape. No fluff. Just clinical validation you can actually use—when you need it most.

With Automate.clinic, you don’t need to:

Recruit a full-time medical advisory board

Skip the six-month search and $300K salary—our doctors are already trained in AI workflows and ready to go.

Interpret vague feedback from disconnected doctors

Eliminate the gut-feeling that something feels off with structured, high-signal feedback and data you can put to use.

Worry about whether AI output is clinically sound

If there’s a red flag, we’ll catch it—before it costs you time, money, or credibility.

Our doctor-validated datasets help your AI weather real-world complexities, and protect patients, along with your reputation.

We handle clinical validation so you can keep building

1.0

Sync your AI outputs or use cases

Analyze user feedback + failure patterns.



Send us what your model is generating—or the use case you’re targeting. Think discharge summaries, symptom answers, patient education, and more.

2.0

Our clinical team reviews and refines

Our doctor team—trained in AI workflows—creates gold standard outputs your model can learn from and catches and corrects clinical errors that could undermine your product.

1.3

Get structured, high-quality data—fast

We’re async by default, so there’s no scheduling drama. You get clean, actionable insights within days.

Repeat anytime

Use us in sprints or as-needed. No bloat, no overhead—just validation on tap.

Built by doctors. Tuned for AI builders.

Automate.clinic was founded by a doctor who has built tech startups, partnered with AI companies, and practiced real-world medicine. We know how to make clinical validation fast, useful, and startup-friendly.

Stay focused on building great tech and let us handle building a great medical team.

Book a consultation and get real physician input on your AI—this week.

Stay focused on building great tech and let us handle building a great medical team.

Book a consultation and get real physician input on your AI—this week.

Stay focused on building great tech and let us handle building a great medical team.

Book a consultation and get real physician input on your AI—this week.

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

Powered by Automate.clinic's

Doctor-in-the-Loop™

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

Powered by Automate.clinic's

Doctor-in-the-Loop™

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.

Vitals

Powered by Automate.clinic's

Doctor-in-the-Loop™

Doctors:
Apply today

Companies: Chat below

Schedule a call