Prompt
Define the physician task
Start with a real question: a clinical note, a manuscript outline, or a pilot concept.
GreyBrain Academy
IIHMRB CertifiedThe AI Academy for Doctors Who Want To Practice, Publish, and Build
Cohort-based AI learning for doctors who want measurable outcomes: better clinical workflows, faster research execution, and venture-ready healthcare innovation.
Cohort-led learning AI tutor support Mentor-reviewed assignments Implementation first
Path 1 selected
Use AI to save time in notes, communication, and day-to-day clinical workflow.
For practicing doctors who want immediate leverage in OPD, inpatient care, discharge communication, and team workflows.
Clinical notes and summaries
Patient communication
Workflow SOP support
Decode AI
AI is not magic. It is a workflow.
GreyBrain teaches doctors to work with AI the same way they work with evidence: define the question, add context, inspect the draft, and apply judgment before action.
Clinicians do not need to code first.
They need to understand where prompts, context, models, and review fit into real clinical, research, and entrepreneurial work.
Context
Ground the model in evidence
Attach guidelines, papers, slides, or cohort material so the model works from reference, not guesswork.
Model
Let the reasoning engine draft
The model transforms the request into a first-pass answer, structure, summary, or working plan.
Review
Apply clinical judgment
Doctors and mentors verify what matters. AI accelerates the work; it does not replace accountability.
Output
Turn it into usable work
The result becomes a patient-facing draft, evidence map, reviewer response, or venture artifact.
Living Intelligence Feed
Daily signal, reusable workflows, evergreen wiki entries, and model watch notes
GreyBrain is moving from a blog into a daily reference system for doctors tracking AI in practice, research, and venture building.
Path 1 · Clinical Productivity
Mar 7, 2026Workflow: Turn a discharge summary into a family update
A communication workflow for translating a discharge note into a brief, family-friendly update that preserves medications, precautions, and follow-up steps.
Source
Workflow
Path 2 · Research
Mar 7, 2026Wiki: What is a context window?
A clinician-friendly explanation of context windows and why large input size does not automatically mean better reasoning or safer answers.
Wiki
Read →
Path 1 · Clinical Productivity
Mar 7, 2026Model Watch: How should doctors judge scribe and voice models?
A practical review lens for voice and scribe models used in consultations, documentation, and patient communication workflows.
Model Watch
Read →
Path 2 · Research
Mar 7, 2026Workflow: Turn a paper into a poster outline
A research workflow for extracting the argument, methods, results, and visual hierarchy needed for a scientific poster.
Workflow
Read →
Workflow Library
Doctor-facing workflows worth reusing
Path 1 · Clinical Productivity Mar 7, 2026
Workflow: Turn a discharge summary into a family update
A communication workflow for translating a discharge note into a brief, family-friendly update that preserves medications, precautions, and follow-up steps.
Open workflow → Path 2 · Research Mar 7, 2026
Workflow: Turn a paper into a poster outline
A research workflow for extracting the argument, methods, results, and visual hierarchy needed for a scientific poster.
Open workflow → Path 3 · Entrepreneurship Mar 7, 2026
Workflow: Turn a clinical audit into a startup hypothesis
A founder workflow for using audit findings to identify workflow friction, quantify the problem, and shape an early venture thesis.
Open workflow →AI Wiki
Concepts doctors should understand once and keep
Path 2 · Research Mar 7, 2026
Wiki: What is a context window?
A clinician-friendly explanation of context windows and why large input size does not automatically mean better reasoning or safer answers.
Open explainer → Path 3 · Entrepreneurship Mar 7, 2026
Wiki: What is a design partner in healthcare AI?
A short explainer for doctor-founders on the difference between an interested clinician, an early user, and a true design partner.
Open explainer → Path 2 · Research Mar 7, 2026
Wiki: What is an embedding?
A doctor-friendly explanation of embeddings and why they matter for semantic search, evidence retrieval, and grounded AI systems.
Open explainer →Model Watch
Models worth testing, not just talking about
Path 1 · Clinical Productivity Mar 7, 2026
Model Watch: How should doctors judge scribe and voice models?
A practical review lens for voice and scribe models used in consultations, documentation, and patient communication workflows.
Open note → Path 2 · Research Mar 7, 2026
Model Watch: How to judge a long-context research model
A framework for deciding whether a long-context model is genuinely useful for literature review and manuscript support, not just impressive on paper.
Open note → Path 3 · Entrepreneurship Mar 7, 2026
Model Watch: When should doctors trust an agent for operations?
A practical lens for evaluating agent-style systems in healthcare operations without confusing autonomy with reliability.
Open note →Current Cohorts
Choose the path that matches what you want to become next: better clinician, stronger academic, or healthcare builder.
GreyBrain runs doctors through applied AI journeys, not passive catalog browsing. Each cohort is structured around outcomes, assignments, tutor support, mentor checkpoints, and implementation-ready artifacts.
Practice
Use AI for notes, summaries, patient communication, and everyday workflow leverage in clinical settings.
Publish
Accelerate literature review, evidence synthesis, protocol translation, and manuscript drafting for academic output.
Build
Validate healthcare problems, structure capstones, and move toward pilot-ready venture execution.
Cohort Catalog
Live course lineup across clinical productivity, research acceleration, and healthcare venture building.
Path 3 · Entrepreneurship Starter
AI Refresher For Doctors
A 20-30 minute interactive orientation for doctors who want to understand how AI moves from prompt to real clinical, academic, and venture outputs.
Unlock after registration
Overview
Path 1 · Clinical Productivity Now on
Generative AI For Doctors - Express
A fast-start course for doctors who want immediate gains in prompting, clinical documentation, and patient communication.
Cohort + AI tutor
Overview
Path 1 · Clinical Productivity Now on
Generative AI For Healthcare Professionals
A broader healthcare AI course for clinicians and teams who want implementation-ready understanding, not just theory.
Cohort + AI tutor
Overview
Path 1 · Clinical Productivity Now on
Medical Models and Data Analytics with AI
Learn how medical models, data interpretation, and AI analytics connect to real healthcare decisions.
Cohort + AI tutor
Overview
Path 3 · Entrepreneurship Now on
Super Agents: How to Hire AI to Work For You
Build AI-assisted agent workflows that remove repetitive work and create leverage for clinicians and operators.
Cohort + AI tutor
Overview
Path 3 · Entrepreneurship Now on
Running Your Business with AI
Use AI to improve healthcare business systems, service design, and operational decision-making.
Cohort + AI tutor
Overview
Path 2 · Research Now on
Using AI for Academic Research and Paper Writing
A practical writing and research workflow course for doctors who want faster literature review, stronger synthesis, and better manuscripts.
Cohort + AI tutor
Overview
Enrollment
Start your next cohort with the shortest possible path from interest to structured onboarding.
Google sign-in handles learner registration. WhatsApp and Telegram keep the newsletter and academy updates accessible without friction. The learner journey then continues through cohort sessions, AI tutor support, assignments, mentor review, and certificate completion.
Beginner Entry
Open after registrationAI Refresher For Doctors
A 20-30 minute interactive orientation for doctors who want to understand how AI moves from prompt to real clinical, academic, and venture outputs.
20-30 min orientation
Practice / Publish / Build
Prompt
Context
Model
Review
Output
Google-first onboarding for learner registration
WhatsApp and Telegram channels for newsletter and updates
AI tutor access, mentor review, and IIHMRB-recognized certificate-linked progression
Enrollment
Intake openRegister once, then move directly into cohort onboarding.
Continue with Google to create the learner record used for cohort access, AI tutor support, assignments, and certificate-linked progression.
Selected: Path 1: Clinical ProductivityGoogle-first flow
Newsletter
Subscribe to AI School updates
Follow the daily stream of clinical AI briefs, model watch notes, and cohort announcements.
Use Telegram or WhatsApp only for updates and announcements. Enrollment itself stays structured through the academy flow.
Counselor Support
Ask path, fee, schedule, certification, and onboarding questions before you commit.
This is a FAQ-first counselor. Expand common questions, review the answer, then send the same query into chat if you want the latest response.
Covers Path 1, Path 2, Path 3, onboarding, assignments, and IIHMRB certificate questions.
Pre-Enrollment
AI Counselor
AI-mediated logistics help for path, timeline, payment, and onboarding.
FAQ chips (tap to expand)
Which path fits me if I am starting with no AI background?
Start with Path 1 if your immediate goal is clinical productivity. Move to Path 2 when your goal is publication and research execution, and Path 3 when your goal is venture-building or innovation.
Expand a FAQ chip above or type your own question.