Doctor validated AI.
Ready for scale.


At this stage, you’re not just building AI—you’re selling it.
Hospitals, pharma companies, payers, and regulators demand evidence that your model is accurate, safe, and improving over time. Automate.clinic gives you that proof. Our doctors review your model’s outputs, identify and correct clinical errors, and produce gold-standard reference content. This creates a clear, auditable trail that demonstrates your AI is continuously improving—and grounded in real clinical expertise.
Don’t just say your AI is safe, show it.
With Automate.clinic, you don’t need to:
Hire and manage a team of clinical reviewers
We’re already built for this. Our doctors are trained in AI validation—and ready to work.
Scramble for answers when enterprise buyers push back
Automate.clinic gives you a structured, repeatable process you can point to with confidence.
Worry about blind spots in your AI’s medical outputs
We’ll catch clinical errors, correct them, and provide high-quality references your model can learn from.
We give you the clinical credibility you need—without slowing you down.
We handle clinical validation so you can keep building.
1.0
Sync your AI outputs or use cases
Analyze user feedback + failure patterns.
Whether it’s patient summaries, diagnostics, or education content, we review the exact type of output your stakeholders care about.
2.0
Our doctor team reviews and corrects
We identify clinical inaccuracies, correct outputs, and create gold-standard examples for fine-tuning or evaluation.
1.3
You get validation you can show and scale
Everything is structured, documented, and auditable—so when someone asks how you validate your model, you have the answer.
Improve continuously
Whether it’s pre-launch QA or post-deployment refinement, we help you build a repeatable clinical feedback loop that grows with you.
The clinical validation layer your enterprise clients expect
Automate.clinic was founded by a doctor who has built startups, worked with leading AI companies, and practiced real-world medicine. We make clinical accuracy a process—not a guess.
Stay focused on building great tech and let us handle building a great medical team.
Contact us to find out how to dramatically improve your clinical accuracy.
Stay focused on building great tech and let us handle building a great medical team.
Contact us to find out how to dramatically improve your clinical accuracy.
Stay focused on building great tech and let us handle building a great medical team.
Contact us to find out how to dramatically improve your clinical accuracy.
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.
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.
Doctors:
Apply today
Companies: Chat below
Schedule a call
Doctor validated AI.
Ready for scale.


At this stage, you’re not just building AI—you’re selling it.
Hospitals, pharma companies, payers, and regulators demand evidence that your model is accurate, safe, and improving over time. Automate.clinic gives you that proof. Our doctors review your model’s outputs, identify and correct clinical errors, and produce gold-standard reference content. This creates a clear, auditable trail that demonstrates your AI is continuously improving—and grounded in real clinical expertise.
Don’t just say your AI is safe, show it.
With Automate.clinic, you don’t need to:
Hire and manage a team of clinical reviewers
We’re already built for this. Our doctors are trained in AI validation—and ready to work.
Scramble for answers when enterprise buyers push back
Automate.clinic gives you a structured, repeatable process you can point to with confidence.
Worry about blind spots in your AI’s medical outputs
We’ll catch clinical errors, correct them, and provide high-quality references your model can learn from.
We give you the clinical credibility you need—without slowing you down.
We handle clinical validation so you can keep building.
1.0
Sync your AI outputs or use cases
Analyze user feedback + failure patterns.
Whether it’s patient summaries, diagnostics, or education content, we review the exact type of output your stakeholders care about.
2.0
Our doctor team reviews and corrects
We identify clinical inaccuracies, correct outputs, and create gold-standard examples for fine-tuning or evaluation.
1.3
You get validation you can show and scale
Everything is structured, documented, and auditable—so when someone asks how you validate your model, you have the answer.
Improve continuously
Whether it’s pre-launch QA or post-deployment refinement, we help you build a repeatable clinical feedback loop that grows with you.
The clinical validation layer your enterprise clients expect
Automate.clinic was founded by a doctor who has built startups, worked with leading AI companies, and practiced real-world medicine. We make clinical accuracy a process—not a guess.
Stay focused on building great tech and let us handle building a great medical team.
Contact us to find out how to dramatically improve your clinical accuracy.
Stay focused on building great tech and let us handle building a great medical team.
Contact us to find out how to dramatically improve your clinical accuracy.
Stay focused on building great tech and let us handle building a great medical team.
Contact us to find out how to dramatically improve your clinical accuracy.
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.
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.
Doctors:
Apply today
Companies: Chat below
Schedule a call
Doctor validated AI.
Ready for scale.


At this stage, you’re not just building AI—you’re selling it.
Hospitals, pharma companies, payers, and regulators demand evidence that your model is accurate, safe, and improving over time. Automate.clinic gives you that proof. Our doctors review your model’s outputs, identify and correct clinical errors, and produce gold-standard reference content. This creates a clear, auditable trail that demonstrates your AI is continuously improving—and grounded in real clinical expertise.
Don’t just say your AI is safe, show it.
With Automate.clinic, you don’t need to:
Hire and manage a team of clinical reviewers
We’re already built for this. Our doctors are trained in AI validation—and ready to work.
Scramble for answers when enterprise buyers push back
Automate.clinic gives you a structured, repeatable process you can point to with confidence.
Worry about blind spots in your AI’s medical outputs
We’ll catch clinical errors, correct them, and provide high-quality references your model can learn from.
We give you the clinical credibility you need—without slowing you down.
We handle clinical validation so you can keep building.
1.0
Sync your AI outputs or use cases
Analyze user feedback + failure patterns.
Whether it’s patient summaries, diagnostics, or education content, we review the exact type of output your stakeholders care about.
2.0
Our doctor team reviews and corrects
We identify clinical inaccuracies, correct outputs, and create gold-standard examples for fine-tuning or evaluation.
1.3
You get validation you can show and scale
Everything is structured, documented, and auditable—so when someone asks how you validate your model, you have the answer.
Improve continuously
Whether it’s pre-launch QA or post-deployment refinement, we help you build a repeatable clinical feedback loop that grows with you.
The clinical validation layer your enterprise clients expect
Automate.clinic was founded by a doctor who has built startups, worked with leading AI companies, and practiced real-world medicine. We make clinical accuracy a process—not a guess.
Stay focused on building great tech and let us handle building a great medical team.
Contact us to find out how to dramatically improve your clinical accuracy.
Stay focused on building great tech and let us handle building a great medical team.
Contact us to find out how to dramatically improve your clinical accuracy.
Stay focused on building great tech and let us handle building a great medical team.
Contact us to find out how to dramatically improve your clinical accuracy.
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.
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.
Doctors:
Apply today
Companies: Chat below
Schedule a call