AI for Clinicians

Modular AI courses for medical professionals

Doctors should be able to pick the exact modules they want to learn instead of sitting through one fixed course. We are structuring the platform around shared clinical AI modules, shared workflow modules, and specialty-specific modules for each practice area.

The current course map includes 33 planned modules across general and specialty tracks. A clinician will be able to combine only the topics relevant to their work.

General clinical AI modules

These are cross-specialty sessions useful to most medical professionals, especially for research, OPD decision support, and publication work.

General clinical module

AI Assistant During OPD

Use AI as a structured thinking partner during outpatient consultations to organise differentials, investigations, counselling points, and next-step planning.

General clinical module

Research Paper Summarisation

Summarise papers from journals, preprints, and medical news sources into short, clinically useful takeaways without losing study limitations.

General clinical module

Custom Research Newsletter

Build a repeatable workflow to collect and summarise specialty-specific research updates into a private newsletter for yourself or your team.

General clinical module

Research Proposals and Ethics Documents

Draft research proposals, participant information sheets, ethics submissions, and supporting documents faster while keeping the scientific logic clear.

General clinical module

Abstract Writing for Publication

Turn messy project notes into structured conference and journal abstracts with stronger clarity, flow, and consistency.

General clinical module

AI for Publication Data Analysis

Use AI to clean datasets, plan analysis steps, explain statistical outputs, and support publication drafting without outsourcing clinical judgement.

General workflow modules

These modules focus on clinic operations, content workflows, documentation support, and other non-specialty workflows where AI can reduce repetitive admin work.

Workflow module

KPI Tracking in Clinics

Track clinic KPIs such as turnaround times, no-shows, waitlists, and conversion metrics with simple AI-assisted reporting workflows.

Workflow module

Appointment Booking and Scheduling

Use AI for smarter appointment triage, booking messages, reminder workflows, and better front-desk efficiency.

Workflow module

Social Media Brand Creation

Create a professional doctor brand with AI-assisted content calendars, positioning, short-form posts, and patient-safe messaging.

Workflow module

Medical Content Creation

Draft patient education material, website articles, FAQs, and campaign copy using AI while keeping tone accurate and credible.

Workflow module

AI Scribe for Note Taking

Learn how AI scribes can support consultation notes, follow-up letters, and documentation review in a safe clinical workflow.

Workflow module

Prescription Generation Support

Use AI to prepare prescription drafts, patient instructions, and medication summaries while preserving clinician review and accountability.

Specialty module tracks

Each specialty also gets its own module set based on the patient communication, documentation, and workflow problems unique to that field.

Endocrinology

Diabetes, thyroid, and hormone care.

  • Diabetes Education and Follow-Up

    Use AI to explain diagnoses, write follow-up letters, reinforce adherence, and create annual review communication for diabetes care.

  • Thyroid and Hormone Explanations

    Draft plain-language explanations for thyroid disease, PCOS, endocrine procedures, and common abnormal lab results.

  • Pre-Clinic Endocrine Case Briefs

    Prepare concise case summaries before clinic so complex histories and serial lab results are easier to review.

IVF

Fertility care and patient counselling.

  • IVF Cycle and Protocol Explanations

    Use AI to explain cycle stages, medication plans, injections, timelines, and treatment choices with clarity and empathy.

  • Consent and Counselling Support

    Draft supportive counselling messages, consent prep notes, and expectation-setting material for complex fertility care conversations.

  • Referrals and Follow-Up in Fertility Care

    Build AI workflows for referral letters, failed-cycle follow-up, and patient education after key appointments.

Gynaecology

Women’s health across the life course.

  • Patient Education in Gynaecology

    Create clearer patient-facing explanations for PCOS, menopause, contraception, endometriosis, and procedures.

  • Referrals and Follow-Up Letters

    Draft stronger referral letters, post-colposcopy updates, and post-operative instructions with less repetitive writing.

  • Preparing for Difficult Consultations

    Use AI to organise counselling points, decision aids, and structured plans before emotionally or clinically complex visits.

Oncology

Cancer care, tumour boards, and patient support.

  • Tumour Board and MDT Support

    Prepare concise MDT briefs, treatment summaries, and post-MDT patient communication for complex oncology cases.

  • Oncology Patient Explanations

    Draft side-effect guides, clinical trial explanations, survivorship letters, and compassionate educational material.

  • Goals of Care and Palliative Communication

    Use AI to prepare for sensitive conversations while keeping tone humane, specific, and clinically responsible.

Cardiology

Heart disease prevention and management.

  • Cardiology Patient Letters and Explanations

    Explain AF, heart failure, statins, pacemakers, ICDs, and post-MI care in plain language patients can actually follow.

  • Discharge Summaries and GP Handovers

    Speed up discharge letters, medication education, and handover documentation for common cardiology workflows.

  • Cardiac Risk and Referral Communication

    Structure pre-operative cardiac risk notes and specialist referrals with clearer clinical framing and action points.

Orthopaedics

Bones, joints, and post-op recovery.

  • Post-Operative Recovery Instructions

    Create consistent, patient-friendly discharge and recovery instructions for common orthopaedic procedures.

  • Imaging and Conservative Management Explanations

    Use AI to explain MRI findings, osteoarthritis plans, fracture follow-up, and non-operative care in plain language.

  • Physio Referrals and Return-to-Work Planning

    Draft physiotherapy referrals, return-to-sport letters, and work-capacity communication with less admin burden.

Nephrology

Kidney care and chronic disease management.

  • CKD and Dialysis Education

    Explain CKD progression, dialysis options, and new-start education for haemodialysis and peritoneal dialysis patients.

  • Renal Letters and GP Handovers

    Use AI to prepare clinic summaries, AKI discharge letters, transplant follow-up communication, and GP handover documents.

  • Dietary and Pre-Dialysis Counselling

    Draft counselling letters on potassium restriction, pre-dialysis decisions, and complex renal education topics.

Get notified when modules launch

Join the waitlist if you want updates when the first specialty tracks and pick-and-choose modules go live.

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