Clinical intelligence,
captured.
Automate.clinic's platform, Vitals, serves as the missing link between powerful AI technology and clinical expertise, ensuring the tech is not just technically impressive but can be trusted, clinically. The platform transforms physician expertise into machine-readable intelligence through pre-labeling, error correction, gold-standard generation, red-teaming, and structured reasoning mapping—all within HIPAA-compliant, asynchronous workflows designed specifically for how doctors think and make decisions.
A+
Accuracy
Professional physician interface
Guided error validation
Physician peer review
Gold standard clinical flows
Structured data output
Professional physician interface
Guided error validation
Physician peer review
Gold standard clinical flows
Structured data output
Returned
Returned
Vitals
Vitals
Source
Source
Amazon S3/Google Cloud/
Azure/Redis/custom storage/
error logs/transcripts/
flagged output/raw data
Client AI
Client AI
Client AI
HIPAA / SOC2
HIPAA / SOC2
Say ‘hello’ to Vitals,
the Doctor-in-the-Loop™ platform.
Meet our platform,
Vitals
Vitals is where our doctors review your data, manage our work, and receive AI-powered assistance through Rounds. It's also where we connect with peers for second opinions and build community through collaborative case discussions.
Designed by doctors,
for doctors
Vitals isn’t a generic labeling tool—it’s purpose-built by doctors who understand what we actually want from our work. We know how doctors think, what we enjoy doing, and what we find soul-crushing. That’s why Vitals is designed to challenge, not bore. It supports real clinical reasoning, not mindless annotation.
Every feature of Vitals respects medical expertise—turning AI development into an intellectually engaging, high-impact opportunity. It’s work that feels meaningful, because it is. It’s in our DNA. And that matters—for doctors and for you. When we are truly engaged, the quality of our work soars.
The benefits of Vitals
1 Expert interfaces: Built to support clinical workflows and data structures
The most productive interface for your data structure promotes the most accurate training data. Here are some examples.
Healthcare chatbot
Physician AI inbox
Clinical summary
Vitals' custom-built interfaces accelerate expert analysis and boost doctor engagement, directly improving model accuracy. Through our platform, doctors efficiently identify and correct:
▶
Factual errors and misreported findings
▶
Factual errors and misreported findings
▶
Factual errors and misreported findings
▶
Unsafe or inappropriate recommendations
▶
Unsafe or inappropriate recommendations
▶
Unsafe or inappropriate recommendations
▶
Fabricated “hallucinations”
▶
Fabricated “hallucinations”
▶
Fabricated “hallucinations”
▶
Contextual misunderstandings
▶
Contextual misunderstandings
▶
Contextual misunderstandings
▶
Bias, tone, and empathy mishaps
▶
Bias, tone, and empathy mishaps
▶
Bias, tone, and empathy mishaps
2 Rounds: AI-driven clinical dialogue
Rounds captures doctors’ diagnostic reasoning through interactive dialogues, generating structured data that trains AI models to think like experienced clinicians rather than simply recording final decisions.
Validate diagnostics errors & create gold standard
Validate diagnostics errors & create gold standard
Female, 38 with dizziness
Female, 38 with dizziness
Rounds
Rounds
I have access to the complete background of this case and would like to pick your brain.
This patient reports increasing orthostatic dizziness, fatigue, and elevated morning blood glucose (160-180). What key information would help determine if medication adjustment or an office visit is needed?
I have access to the complete background of this case and would like to pick your brain.
This patient reports increasing orthostatic dizziness, fatigue, and elevated morning blood glucose (160-180). What key information would help determine if medication adjustment or an office visit is needed?
Would need to know: current medications (especially those affecting BP), recent medication changes, BP readings, hydration status, and details about when dizziness occurs relative to meals.
Would need to know: current medications (especially those affecting BP), recent medication changes, BP readings, hydration status, and details about when dizziness occurs relative to meals.
Send
Send
Send
Send
To turn black-box AI into clinically grounded systems, Rounds provides background for problem cases, work analysis, and consistent data structures, such as:
▶
Step-by-step diagnostic logic for structured data output
▶
Step-by-step diagnostic logic for structured data output
▶
Step-by-step diagnostic logic for structured data output
▶
Differential diagnoses and alternatives
▶
Differential diagnoses and alternatives
▶
Differential diagnoses and alternatives
▶
Decision trees and uncertainty management
▶
Decision trees and uncertainty management
▶
Decision trees and uncertainty management
▶
Expert heuristics and shortcuts
▶
Expert heuristics and shortcuts
▶
Expert heuristics and shortcuts
3 Expertise: Training, reference, and look-up, built in
Our intuitive platform streamlines doctor onboarding with built-in AI guidance that surfaces relevant clinical guidelines and best practices, eliminating the need for extensive training while ensuring each doctor can immediately contribute high-quality work tailored to your specific project needs.
Representativeness bias
Representativeness bias
In a clinical AI context, this bias describes the tendency for systems to judge a patient’s condition based on how closely their symptoms match a “typical” presentation, rather than considering alternative diagnoses or the broader statistical likelihood of various conditions.
In a clinical AI context, this bias describes the tendency for systems to judge a patient’s condition based on how closely their symptoms match a “typical” presentation, rather than considering alternative diagnoses or the broader statistical likelihood of various conditions.
Representativeness bias
In a clinical AI context, this bias describes the tendency for systems to judge a patient’s condition based on how closely their symptoms match a “typical” presentation, rather than considering alternative diagnoses or the broader statistical likelihood of various conditions.
Analyze AI email & create response
Analyze AI email & create response
Female, 37 with headaches
Female, 37 with headaches
Bias analysis
Bias analysis
Demographic
Demographic
Representativeness
Representativeness
Availability
Availability
Anchoring
Anchoring
Sequencing
Sequencing
Base rate neglect
Base rate neglect
Premature closure
Premature closure
Framing
Framing
Confirmation
Confirmation
We’ve designed Automate.clinic to feel as natural as reviewing a chart. Doctors log in, review clinical data, and use powerful AI-assisted tools to refine and validate medical insights—asynchronously and securely.
▶
Real-time clinical reference, built-in.
▶
Real-time clinical reference, built-in.
▶
Real-time clinical reference, built-in.
▶
Doctors always know what to do next, thanks to a clean interface, embedded instructions, and real-time reference cues—all built into the workflow.
▶
Doctors always know what to do next, thanks to a clean interface, embedded instructions, and real-time reference cues—all built into the workflow.
▶
Doctors always know what to do next, thanks to a clean interface, embedded instructions, and real-time reference cues—all built into the workflow.
▶
Doctors begin with intelligent draft notes or diagnoses generated by top-tier clinical LLMs—saving time and focusing judgment where it matters most
▶
Doctors begin with intelligent draft notes or diagnoses generated by top-tier clinical LLMs—saving time and focusing judgment where it matters most
▶
Doctors begin with intelligent draft notes or diagnoses generated by top-tier clinical LLMs—saving time and focusing judgment where it matters most
4 Faculty: for curbsides and second opinions
For complex cases, peer review is built in—so a second opinion from another expert is always just a click away.
Faculty helps our team with:
▶
Efficient, flexible collaboration between doctors
▶
Efficient, flexible collaboration between doctors
▶
Efficient, flexible collaboration between doctors
▶
Quick second opinions through async or live consultation
▶
Quick second opinions through async or live consultation
▶
Quick second opinions through async or live consultation
▶
Supportive discussion of challenging cases to reduce uncertainty
▶
Supportive discussion of challenging cases to reduce uncertainty
▶
Supportive discussion of challenging cases to reduce uncertainty
▶
Combats professional isolation common in remote practice
▶
Combats professional isolation common in remote practice
▶
Combats professional isolation common in remote practice
▶
Creates more accurate, multi-perspective clinical data for your models
▶
Creates more accurate, multi-perspective clinical data for your models
▶
Creates more accurate, multi-perspective clinical data for your models
5 Reports: shine a light into black box AI
Vitals tracks error detection; clinical validation; new gold standard clinical flows, and their impact; and reports back on how the work improved your system.
Vitals reporting helps your team:
▶
See a high-level view of model performance and failure zones
▶
See a high-level view of model performance and failure zones
▶
See a high-level view of model performance and failure zones
▶
Track and reduce errors over time
▶
Track and reduce errors over time
▶
Track and reduce errors over time
▶
Spot and review the most severe or critical errors
▶
Spot and review the most severe or critical errors
▶
Spot and review the most severe or critical errors
▶
Measure how gold standard flows improve model accuracy
▶
Measure how gold standard flows improve model accuracy
▶
Measure how gold standard flows improve model accuracy
▶
Make the data easily accessible for deep dives
▶
Make the data easily accessible for deep dives
▶
Make the data easily accessible for deep dives
Built with data security in mind
HIPAA-compliant
Encryption, access control, full audit logging
Scalable infrastructure
From small pilots to large projects
Gold-standard QA
Inter-annotator agreement, quality scoring, continuous feedback
Model-ready
Compatible with proprietary inference APIs and structured input/output mapping
Companies: Supercharge the accuracy of your medical AI
Contact us with questions or schedule a call to see how Automate.clinic can dramatically improve your model.
Companies: Supercharge the accuracy of your medical AI
Contact us with questions or schedule a call to see how Automate.clinic can dramatically improve your model.
Companies: Supercharge the accuracy of your medical AI
Contact us with questions or schedule a call to see how Automate.clinic can dramatically improve your model.
Doctors: Apply to join our practice
Questions? Let's chat. Ready to get started? Do it now.
Doctors: Apply to join our practice
Questions? Let's chat. Ready to get started? Do it now.
Doctors: Apply to join our practice
Questions? Let's chat. Ready to get started? Do it now.
Clinical intelligence,
captured.
Automate.clinic's platform, Vitals, serves as the missing link between powerful AI technology and clinical expertise, ensuring the tech is not just technically impressive but can be trusted, clinically. The platform transforms physician expertise into machine-readable intelligence through pre-labeling, error correction, gold-standard generation, red-teaming, and structured reasoning mapping—all within HIPAA-compliant, asynchronous workflows designed specifically for how doctors think and make decisions.
A+
Accuracy
Professional physician interface
Guided error validation
Physician peer review
Gold standard clinical flows
Structured data output
Professional physician interface
Guided error validation
Physician peer review
Gold standard clinical flows
Structured data output
Returned
Returned
Vitals
Vitals
Source
Source
Amazon S3/Google Cloud/
Azure/Redis/custom storage/
error logs/transcripts/
flagged output/raw data
Client AI
Client AI
Client AI
HIPAA / SOC2
HIPAA / SOC2
Say ‘hello’ to Vitals,
the Doctor-in-the-Loop™ platform.
Meet our platform,
Vitals
Vitals is where our doctors review your data, manage our work, and receive AI-powered assistance through Rounds. It's also where we connect with peers for second opinions and build community through collaborative case discussions.
Designed by doctors,
for doctors
Vitals isn’t a generic labeling tool—it’s purpose-built by doctors who understand what we actually want from our work. We know how doctors think, what we enjoy doing, and what we find soul-crushing. That’s why Vitals is designed to challenge, not bore. It supports real clinical reasoning, not mindless annotation.
Every feature of Vitals respects medical expertise—turning AI development into an intellectually engaging, high-impact opportunity. It’s work that feels meaningful, because it is. It’s in our DNA. And that matters—for doctors and for you. When we are truly engaged, the quality of our work soars.
The benefits of Vitals
1 Expert interfaces: Built to support clinical workflows and data structures
The most productive interface for your data structure promotes the most accurate training data. Here are some examples.
Healthcare chatbot
Physician AI inbox
Clinical summary
Vitals' custom-built interfaces accelerate expert analysis and boost doctor engagement, directly improving model accuracy. Through our platform, doctors efficiently identify and correct:
▶
Factual errors and misreported findings
▶
Factual errors and misreported findings
▶
Factual errors and misreported findings
▶
Unsafe or inappropriate recommendations
▶
Unsafe or inappropriate recommendations
▶
Unsafe or inappropriate recommendations
▶
Fabricated “hallucinations”
▶
Fabricated “hallucinations”
▶
Fabricated “hallucinations”
▶
Contextual misunderstandings
▶
Contextual misunderstandings
▶
Contextual misunderstandings
▶
Bias, tone, and empathy mishaps
▶
Bias, tone, and empathy mishaps
▶
Bias, tone, and empathy mishaps
2 Rounds: AI-driven clinical dialogue
Rounds captures doctors’ diagnostic reasoning through interactive dialogues, generating structured data that trains AI models to think like experienced clinicians rather than simply recording final decisions.
Validate diagnostics errors & create gold standard
Validate diagnostics errors & create gold standard
Female, 38 with dizziness
Female, 38 with dizziness
Rounds
Rounds
I have access to the complete background of this case and would like to pick your brain.
This patient reports increasing orthostatic dizziness, fatigue, and elevated morning blood glucose (160-180). What key information would help determine if medication adjustment or an office visit is needed?
I have access to the complete background of this case and would like to pick your brain.
This patient reports increasing orthostatic dizziness, fatigue, and elevated morning blood glucose (160-180). What key information would help determine if medication adjustment or an office visit is needed?
Would need to know: current medications (especially those affecting BP), recent medication changes, BP readings, hydration status, and details about when dizziness occurs relative to meals.
Would need to know: current medications (especially those affecting BP), recent medication changes, BP readings, hydration status, and details about when dizziness occurs relative to meals.
Send
Send
Send
Send
To turn black-box AI into clinically grounded systems, Rounds provides background for problem cases, work analysis, and consistent data structures, such as:
▶
Step-by-step diagnostic logic for structured data output
▶
Step-by-step diagnostic logic for structured data output
▶
Step-by-step diagnostic logic for structured data output
▶
Differential diagnoses and alternatives
▶
Differential diagnoses and alternatives
▶
Differential diagnoses and alternatives
▶
Decision trees and uncertainty management
▶
Decision trees and uncertainty management
▶
Decision trees and uncertainty management
▶
Expert heuristics and shortcuts
▶
Expert heuristics and shortcuts
▶
Expert heuristics and shortcuts
3 Expertise: Training, reference, and look-up, built in
Our intuitive platform streamlines doctor onboarding with built-in AI guidance that surfaces relevant clinical guidelines and best practices, eliminating the need for extensive training while ensuring each doctor can immediately contribute high-quality work tailored to your specific project needs.
Representativeness bias
Representativeness bias
In a clinical AI context, this bias describes the tendency for systems to judge a patient’s condition based on how closely their symptoms match a “typical” presentation, rather than considering alternative diagnoses or the broader statistical likelihood of various conditions.
In a clinical AI context, this bias describes the tendency for systems to judge a patient’s condition based on how closely their symptoms match a “typical” presentation, rather than considering alternative diagnoses or the broader statistical likelihood of various conditions.
Representativeness bias
In a clinical AI context, this bias describes the tendency for systems to judge a patient’s condition based on how closely their symptoms match a “typical” presentation, rather than considering alternative diagnoses or the broader statistical likelihood of various conditions.
Analyze AI email & create response
Analyze AI email & create response
Female, 37 with headaches
Female, 37 with headaches
Bias analysis
Bias analysis
Demographic
Demographic
Representativeness
Representativeness
Availability
Availability
Anchoring
Anchoring
Sequencing
Sequencing
Base rate neglect
Base rate neglect
Premature closure
Premature closure
Framing
Framing
Confirmation
Confirmation
We’ve designed Automate.clinic to feel as natural as reviewing a chart. Doctors log in, review clinical data, and use powerful AI-assisted tools to refine and validate medical insights—asynchronously and securely.
▶
Real-time clinical reference, built-in.
▶
Real-time clinical reference, built-in.
▶
Real-time clinical reference, built-in.
▶
Doctors always know what to do next, thanks to a clean interface, embedded instructions, and real-time reference cues—all built into the workflow.
▶
Doctors always know what to do next, thanks to a clean interface, embedded instructions, and real-time reference cues—all built into the workflow.
▶
Doctors always know what to do next, thanks to a clean interface, embedded instructions, and real-time reference cues—all built into the workflow.
▶
Doctors begin with intelligent draft notes or diagnoses generated by top-tier clinical LLMs—saving time and focusing judgment where it matters most
▶
Doctors begin with intelligent draft notes or diagnoses generated by top-tier clinical LLMs—saving time and focusing judgment where it matters most
▶
Doctors begin with intelligent draft notes or diagnoses generated by top-tier clinical LLMs—saving time and focusing judgment where it matters most
4 Faculty: for curbsides and second opinions
For complex cases, peer review is built in—so a second opinion from another expert is always just a click away.
Faculty helps our team with:
▶
Efficient, flexible collaboration between doctors
▶
Efficient, flexible collaboration between doctors
▶
Efficient, flexible collaboration between doctors
▶
Quick second opinions through async or live consultation
▶
Quick second opinions through async or live consultation
▶
Quick second opinions through async or live consultation
▶
Supportive discussion of challenging cases to reduce uncertainty
▶
Supportive discussion of challenging cases to reduce uncertainty
▶
Supportive discussion of challenging cases to reduce uncertainty
▶
Combats professional isolation common in remote practice
▶
Combats professional isolation common in remote practice
▶
Combats professional isolation common in remote practice
▶
Creates more accurate, multi-perspective clinical data for your models
▶
Creates more accurate, multi-perspective clinical data for your models
▶
Creates more accurate, multi-perspective clinical data for your models
5 Reports: shine a light into black box AI
Vitals tracks error detection; clinical validation; new gold standard clinical flows, and their impact; and reports back on how the work improved your system.
Vitals reporting helps your team:
▶
See a high-level view of model performance and failure zones
▶
See a high-level view of model performance and failure zones
▶
See a high-level view of model performance and failure zones
▶
Track and reduce errors over time
▶
Track and reduce errors over time
▶
Track and reduce errors over time
▶
Spot and review the most severe or critical errors
▶
Spot and review the most severe or critical errors
▶
Spot and review the most severe or critical errors
▶
Measure how gold standard flows improve model accuracy
▶
Measure how gold standard flows improve model accuracy
▶
Measure how gold standard flows improve model accuracy
▶
Make the data easily accessible for deep dives
▶
Make the data easily accessible for deep dives
▶
Make the data easily accessible for deep dives
Built with data security in mind
HIPAA-compliant
Encryption, access control, full audit logging
Scalable infrastructure
From small pilots to large projects
Gold-standard QA
Inter-annotator agreement, quality scoring, continuous feedback
Model-ready
Compatible with proprietary inference APIs and structured input/output mapping
Companies: Supercharge the accuracy of your medical AI
Contact us with questions or schedule a call to see how Automate.clinic can dramatically improve your model.
Companies: Supercharge the accuracy of your medical AI
Contact us with questions or schedule a call to see how Automate.clinic can dramatically improve your model.
Companies: Supercharge the accuracy of your medical AI
Contact us with questions or schedule a call to see how Automate.clinic can dramatically improve your model.
Doctors: Apply to join our practice
Questions? Let's chat. Ready to get started? Do it now.
Doctors: Apply to join our practice
Questions? Let's chat. Ready to get started? Do it now.
Doctors: Apply to join our practice
Questions? Let's chat. Ready to get started? Do it now.
Clinical intelligence,
captured.
Automate.clinic's platform, Vitals, serves as the missing link between powerful AI technology and clinical expertise, ensuring the tech is not just technically impressive but can be trusted, clinically. The platform transforms physician expertise into machine-readable intelligence through pre-labeling, error correction, gold-standard generation, red-teaming, and structured reasoning mapping—all within HIPAA-compliant, asynchronous workflows designed specifically for how doctors think and make decisions.
A+
Accuracy
Professional physician interface
Guided error validation
Physician peer review
Gold standard clinical flows
Structured data output
Professional physician interface
Guided error validation
Physician peer review
Gold standard clinical flows
Structured data output
Returned
Returned
Vitals
Vitals
Source
Source
Amazon S3/Google Cloud/
Azure/Redis/custom storage/
error logs/transcripts/
flagged output/raw data
Client AI
Client AI
Client AI
HIPAA / SOC2
HIPAA / SOC2
Say ‘hello’ to Vitals,
the Doctor-in-the-Loop™ platform.
Meet our platform,
Vitals
Vitals is where our doctors review your data, manage our work, and receive AI-powered assistance through Rounds. It's also where we connect with peers for second opinions and build community through collaborative case discussions.
Designed by doctors,
for doctors
Vitals isn’t a generic labeling tool—it’s purpose-built by doctors who understand what we actually want from our work. We know how doctors think, what we enjoy doing, and what we find soul-crushing. That’s why Vitals is designed to challenge, not bore. It supports real clinical reasoning, not mindless annotation.
Every feature of Vitals respects medical expertise—turning AI development into an intellectually engaging, high-impact opportunity. It’s work that feels meaningful, because it is. It’s in our DNA. And that matters—for doctors and for you. When we are truly engaged, the quality of our work soars.
The benefits of Vitals
1 Expert interfaces: Built to support clinical workflows and data structures
The most productive interface for your data structure promotes the most accurate training data. Here are some examples.
Healthcare chatbot
Physician AI inbox
Clinical summary
Vitals' custom-built interfaces accelerate expert analysis and boost doctor engagement, directly improving model accuracy. Through our platform, doctors efficiently identify and correct:
▶
Factual errors and misreported findings
▶
Factual errors and misreported findings
▶
Factual errors and misreported findings
▶
Unsafe or inappropriate recommendations
▶
Unsafe or inappropriate recommendations
▶
Unsafe or inappropriate recommendations
▶
Fabricated “hallucinations”
▶
Fabricated “hallucinations”
▶
Fabricated “hallucinations”
▶
Contextual misunderstandings
▶
Contextual misunderstandings
▶
Contextual misunderstandings
▶
Bias, tone, and empathy mishaps
▶
Bias, tone, and empathy mishaps
▶
Bias, tone, and empathy mishaps
2 Rounds: AI-driven clinical dialogue
Rounds captures doctors’ diagnostic reasoning through interactive dialogues, generating structured data that trains AI models to think like experienced clinicians rather than simply recording final decisions.
Validate diagnostics errors & create gold standard
Validate diagnostics errors & create gold standard
Female, 38 with dizziness
Female, 38 with dizziness
Rounds
Rounds
I have access to the complete background of this case and would like to pick your brain.
This patient reports increasing orthostatic dizziness, fatigue, and elevated morning blood glucose (160-180). What key information would help determine if medication adjustment or an office visit is needed?
I have access to the complete background of this case and would like to pick your brain.
This patient reports increasing orthostatic dizziness, fatigue, and elevated morning blood glucose (160-180). What key information would help determine if medication adjustment or an office visit is needed?
Would need to know: current medications (especially those affecting BP), recent medication changes, BP readings, hydration status, and details about when dizziness occurs relative to meals.
Would need to know: current medications (especially those affecting BP), recent medication changes, BP readings, hydration status, and details about when dizziness occurs relative to meals.
Send
Send
Send
Send
To turn black-box AI into clinically grounded systems, Rounds provides background for problem cases, work analysis, and consistent data structures, such as:
▶
Step-by-step diagnostic logic for structured data output
▶
Step-by-step diagnostic logic for structured data output
▶
Step-by-step diagnostic logic for structured data output
▶
Differential diagnoses and alternatives
▶
Differential diagnoses and alternatives
▶
Differential diagnoses and alternatives
▶
Decision trees and uncertainty management
▶
Decision trees and uncertainty management
▶
Decision trees and uncertainty management
▶
Expert heuristics and shortcuts
▶
Expert heuristics and shortcuts
▶
Expert heuristics and shortcuts
3 Expertise: Training, reference, and look-up, built in
Our intuitive platform streamlines doctor onboarding with built-in AI guidance that surfaces relevant clinical guidelines and best practices, eliminating the need for extensive training while ensuring each doctor can immediately contribute high-quality work tailored to your specific project needs.
Representativeness bias
Representativeness bias
In a clinical AI context, this bias describes the tendency for systems to judge a patient’s condition based on how closely their symptoms match a “typical” presentation, rather than considering alternative diagnoses or the broader statistical likelihood of various conditions.
In a clinical AI context, this bias describes the tendency for systems to judge a patient’s condition based on how closely their symptoms match a “typical” presentation, rather than considering alternative diagnoses or the broader statistical likelihood of various conditions.
Representativeness bias
In a clinical AI context, this bias describes the tendency for systems to judge a patient’s condition based on how closely their symptoms match a “typical” presentation, rather than considering alternative diagnoses or the broader statistical likelihood of various conditions.
Analyze AI email & create response
Analyze AI email & create response
Female, 37 with headaches
Female, 37 with headaches
Bias analysis
Bias analysis
Demographic
Demographic
Representativeness
Representativeness
Availability
Availability
Anchoring
Anchoring
Sequencing
Sequencing
Base rate neglect
Base rate neglect
Premature closure
Premature closure
Framing
Framing
Confirmation
Confirmation
We’ve designed Automate.clinic to feel as natural as reviewing a chart. Doctors log in, review clinical data, and use powerful AI-assisted tools to refine and validate medical insights—asynchronously and securely.
▶
Real-time clinical reference, built-in.
▶
Real-time clinical reference, built-in.
▶
Real-time clinical reference, built-in.
▶
Doctors always know what to do next, thanks to a clean interface, embedded instructions, and real-time reference cues—all built into the workflow.
▶
Doctors always know what to do next, thanks to a clean interface, embedded instructions, and real-time reference cues—all built into the workflow.
▶
Doctors always know what to do next, thanks to a clean interface, embedded instructions, and real-time reference cues—all built into the workflow.
▶
Doctors begin with intelligent draft notes or diagnoses generated by top-tier clinical LLMs—saving time and focusing judgment where it matters most
▶
Doctors begin with intelligent draft notes or diagnoses generated by top-tier clinical LLMs—saving time and focusing judgment where it matters most
▶
Doctors begin with intelligent draft notes or diagnoses generated by top-tier clinical LLMs—saving time and focusing judgment where it matters most
4 Faculty: for curbsides and second opinions
For complex cases, peer review is built in—so a second opinion from another expert is always just a click away.
Faculty helps our team with:
▶
Efficient, flexible collaboration between doctors
▶
Efficient, flexible collaboration between doctors
▶
Efficient, flexible collaboration between doctors
▶
Quick second opinions through async or live consultation
▶
Quick second opinions through async or live consultation
▶
Quick second opinions through async or live consultation
▶
Supportive discussion of challenging cases to reduce uncertainty
▶
Supportive discussion of challenging cases to reduce uncertainty
▶
Supportive discussion of challenging cases to reduce uncertainty
▶
Combats professional isolation common in remote practice
▶
Combats professional isolation common in remote practice
▶
Combats professional isolation common in remote practice
▶
Creates more accurate, multi-perspective clinical data for your models
▶
Creates more accurate, multi-perspective clinical data for your models
▶
Creates more accurate, multi-perspective clinical data for your models
5 Reports: shine a light into black box AI
Vitals tracks error detection; clinical validation; new gold standard clinical flows, and their impact; and reports back on how the work improved your system.
Vitals reporting helps your team:
▶
See a high-level view of model performance and failure zones
▶
See a high-level view of model performance and failure zones
▶
See a high-level view of model performance and failure zones
▶
Track and reduce errors over time
▶
Track and reduce errors over time
▶
Track and reduce errors over time
▶
Spot and review the most severe or critical errors
▶
Spot and review the most severe or critical errors
▶
Spot and review the most severe or critical errors
▶
Measure how gold standard flows improve model accuracy
▶
Measure how gold standard flows improve model accuracy
▶
Measure how gold standard flows improve model accuracy
▶
Make the data easily accessible for deep dives
▶
Make the data easily accessible for deep dives
▶
Make the data easily accessible for deep dives
Built with data security in mind
HIPAA-compliant
Encryption, access control, full audit logging
Scalable infrastructure
From small pilots to large projects
Gold-standard QA
Inter-annotator agreement, quality scoring, continuous feedback
Model-ready
Compatible with proprietary inference APIs and structured input/output mapping
Companies: Supercharge the accuracy of your medical AI
Contact us with questions or schedule a call to see how Automate.clinic can dramatically improve your model.
Companies: Supercharge the accuracy of your medical AI
Contact us with questions or schedule a call to see how Automate.clinic can dramatically improve your model.
Companies: Supercharge the accuracy of your medical AI
Contact us with questions or schedule a call to see how Automate.clinic can dramatically improve your model.
Doctors: Apply to join our practice
Questions? Let's chat. Ready to get started? Do it now.
Doctors: Apply to join our practice
Questions? Let's chat. Ready to get started? Do it now.
Doctors: Apply to join our practice
Questions? Let's chat. Ready to get started? Do it now.