Physician-developed clinical AI workflows

AI prompts built around the way clinicians actually work.

Reduce repetitive documentation, organize complex information, streamline administrative work, and get more of your time back.

Used in real-world hospital and clinic workflows and continuously refined through clinical use.
Hospitalist Admission Workflow
66 y.o. male with HFrEF, CAD, CKD3 and HTN admitted with progressive dyspnea and edema. Found to have acute decompensated HFrEF with volume overload and AKI.
#Acute decompensated HFrEF
Progressive dyspnea, edema and pulmonary congestion consistent with volume overload. Ischemia or arrhythmia may be precipitating factors.
-Furosemide 40 mg IV BID continued for decongestion.
-TTE pending to reassess EF and structural disease.
-Daily weights and strict I/O continued to guide diuresis.
#AKI
Cr 1.8 from baseline approximately 1.2, likely cardiorenal...
Copy & paste ready
Bring your own template
Browse individually

Individual prompts

Browse every workflow separately. Released prompts can be purchased individually; upcoming workflows have detail pages and can be customized now.

Need something different?Every individual prompt can be customized to your workflow.
Build a Custom Prompt
Complete workflow systems

Bundles

Bundles cover the repetitive work across an entire clinical setting and are designed to save versus purchasing each workflow individually.

Most Popular

Hospitalist Complete

Introductory$149

Everything from admission through discharge, plus the administrative and communication work around inpatient care.

AdmissionProgressPatient SummaryNight HandoffClinical Reasoning ReviewSignificant EventTransfer SummaryDischarge SummaryAVSPatient / Family UpdateConsult CommunicationPrior AuthorizationMedical Necessity / AppealDME DocumentationFMLA SupportWork / School ExcuseLab / Imaging Result Reply
Outpatient

Clinic Complete

Introductory$169

A complete outpatient toolkit for visits, follow-up, results, patient communication and administrative work.

New PatientEstablished PatientAnnual / PreventiveHospital Follow-UpChart SummaryLab Results ReplyImaging Results ReplyInbox / Portal ReplyMedication RefillPrior AuthorizationAppeal / Medical NecessityDMEFMLAWork ExcuseSchool ExcuseReferral / Consult LetterAVSPatient EducationPre-op VisitChronic Care Follow-Up
Residents

Resident Complete

Introductory$129

Clinical workflows plus teaching layers that help residents prepare, present, staff and learn.

Resident AdmissionResident ProgressResident ClinicPre-rounding SummaryOral PresentationPatient SummaryNight HandoffCross-CoverSignificant EventDischargeAVSClinical Reasoning ReviewQuestions to Ask + WhyFocused Exam + WhyGuideline PearlsLikely Attending QuestionsRounding / Staffing Support
Fast Care

Urgent Care Complete

Introductory$119
Focused VisitDifferential ReviewTesting WorkflowTreatment PlanAVSReturn PrecautionsED Transfer SummaryWork ExcuseSchool ExcuseFollow-Up MessageLab / Imaging Result ReplyMedication InstructionsPrior AuthorizationReferral
Virtual Care

Telemedicine Complete

Introductory$99
New Virtual VisitFollow-Up VisitFocused HistoryRemote Exam GuidanceMedication Follow-Up / RefillPatient SummaryAVSPatient MessageResults ReplyReferralPrior AuthorizationWork / School ExcuseChronic Disease Follow-Up
Administrative

Clinical Admin & Communication

Introductory$89
Prior AuthorizationAppealMedical Necessity LetterDMEFMLAWork ExcuseSchool ExcuseLab Results ReplyImaging Results ReplyPatient Portal ReplyReferral LetterAVS / Patient Instructions
Real workflow previews

Different tasks. Different output.

Each workflow is structured around what that clinician actually needs—not the same generic example reused everywhere.

Admission

Hospitalist Admission

Fictional example
66 y.o. male with HFrEF, CAD and CKD3 admitted with progressive dyspnea and edema. Found to have acute decompensated HFrEF with volume overload and AKI.
#Acute decompensated HFrEF
Dyspnea, edema and pulmonary congestion consistent with volume overload.
-Furosemide 40 mg IV BID continued for decongestion.
-TTE pending to reassess EF.
#AKI
Progress

Daily Progress

Improving Fictional example
67 y.o. female admitted with CAP and acute hypoxemic respiratory failure, now improving on ceftriaxone and oxygen wean.
#Acute hypoxemic respiratory failure
O2 requirement improved from 4 L to 2 L NC, likely 2/2 CAP.
-O2 weaned to 2 L NC as respiratory status improves.
-Ambulatory pulse oximetry planned prior to discharge.
#CAP
Clinic

Live Clinic Guide

Fictional example
Patient Snapshot
58 y.o. male with HTN and T2DM here for follow-up. BP 148/86, A1c 8.2%.
Do Not Miss Today
  • Ask: home BP log + adherence. Why: confirms persistent uncontrolled HTN.
  • Ask: hypoglycemia + medication tolerance. Why: guides diabetes escalation.
#HTN
Current therapy: amlodipine 10 mg daily, losartan 50 mg daily.
How it works

Designed to be usable immediately.

Every purchased workflow includes the prompt plus clear setup and platform-use instructions, so you can save the workflow once in a compatible AI tool and reuse it without rebuilding the instructions every time.

Copy. Paste. Use.

Ready-made prompts are structured for immediate use. Custom workflows can also incorporate your blank hospital or practice template once, so future outputs follow the format you already use.

1

Choose your workflow

Pick a ready-made prompt, bundle, resident edition or specialty workflow.

2

Follow the included setup guide

Each product includes practical instructions for compatible platforms and reusable-prompt workflows.

3

Add your preferences

Where supported, add your blank template and formatting preferences once, then reuse the workflow.

4

Review & use

Review every generated output, then use it as a clinician-controlled workflow aid.

Your workflow, not ours

Already have a hospital or practice template? Keep it.

Paste your blank institutional template once. Your custom workflow can preserve the headings, formatting and structure you already use.

Build My Custom Prompt
1Add your blank template
2Add your preferences
3Use your workflow
Resident editions

Work faster. Present better. Learn while you work.

Resident versions add a teaching layer on top of the clinical workflow so the same prompt helps you prepare for the patient, rounds and staffing.

Customize for My Residency
Questions to askPlus why each answer changes diagnosis or management.
Focused examWhat to check and why it matters.
Guideline pearlsPractical, high-yield learning tied to the patient.
Attending questionsLikely teaching questions with concise answers.
Presentation supportOrganize the case for rounds and staffing.
Unresolved issuesKnow what still needs to be clarified before staffing.
Custom workflows

Your workflow. Your template. Your prompt.

Tell us what repeatedly takes up your time. We can build a workflow around your specialty, documentation style, blank templates and preferred AI platform.

Custom clinic templatePrior authorizationResults managementPatient communicationComplete physician workflowPractice / group system
Build a Custom Prompt

Custom requests open a pre-addressed email. Send only workflow details or blank templates—never PHI.

Why Clinical Prompts AI

Developed from actual hospital and clinic workflow.

Core workflows were developed through real-world Internal Medicine hospital and clinic use, then continuously refined across varied diagnoses, documentation needs, clinical settings and workflow demands.

01

Used in real clinical settings

Built around the documentation and information-management problems clinicians face every day.

02

Physician curated

Clinical structure, usefulness and clarity come first.

03

Continuously refined

Improved through repeated real-world use instead of being generated once and sold unchanged.

04

Customizable

Adapt to your hospital, practice, specialty and preferred documentation style.

About Clinical Prompts AI

Where clinical practice meets systems thinking.

Clinical Prompts AI was founded by a physician working across inpatient and outpatient clinical settings, with a longstanding background in IT, programming, systems design and engineering-oriented problem solving.

That combination matters. The goal is not to create generic AI prompts—it is to translate the repetitive, high-friction parts of clinical work into structured, reusable workflows that are practical enough to use during a real hospital day or clinic session.

Our approach is clinician-led and designed to grow with specialty-specific clinician input as the library expands.

Built in practice, not in theory. Core workflows are used in real hospital and clinic settings, then continuously refined as clinical needs, documentation patterns and AI tools evolve.
Every purchase includes setup guidance. Each ready-made prompt includes product-specific instructions for setup and reuse. If a prompt is not behaving as expected, email support@clinicalpromptsai.com and we will help troubleshoot the setup or prompt behavior. Please never send PHI to Clinical Prompts AI support.
MD

Clinician-led

Designed around real inpatient and outpatient workflows, with the clinician remaining in control of every final decision and output.

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Technical foundation

Built with a background spanning IT, programming, systems design and engineering-style workflow optimization.

Continuously refined

Workflows are iterated through repeated real-world use rather than generated once and left unchanged.

+

Built to expand

Hospitalist, clinic, resident and specialty workflows share a common architecture while adapting to each clinical setting.

Contact

Questions, support or a custom workflow?

Questions about a purchased prompt? Email support and we can help troubleshoot setup, formatting or prompt behavior. Custom workflow requests can be started through the form.

Start a Custom Request
Social Media

Follow Clinical Prompts AI.

Short clinical workflow demos, prompt tips and new product updates are coming to Instagram and TikTok.

FAQ

Questions before you start?

Email us if your workflow does not fit a ready-made category.

Request a custom workflow →
Are these generic AI prompts?

No. Core workflows are designed around specific clinical tasks and repeatedly refined through real-world hospital and clinic use.

Are ready-made prompts copy and paste ready?

Yes. Ready-made workflows are delivered in a structured format designed to be copied directly into a compatible AI platform, with clear places to add your preferences and optional blank template.

Can I use my hospital or practice template?

Yes. Custom workflows can be built around blank institutional or practice templates and your preferred formatting.

What AI platforms can I use?

Prompts are designed for compatible general and clinician-facing AI systems. Exact behavior can vary by platform, model, version, settings and the information supplied, so a particular output or performance cannot be guaranteed.

Do you accept patient charts or PHI?

No. Clinical Prompts AI does not require patient-identifiable information for customization. Submit blank templates, workflow descriptions or fictitious examples only.

Can an entire practice use one prompt?

Practice and group packages can be structured separately from individual-use products.

What comes with a purchased prompt?

Each ready-made product includes the reusable prompt plus a quick-start guide with setup and platform-use instructions appropriate to that workflow.

What if my prompt is not working the way I expected?

Email support@clinicalpromptsai.com with the product name, AI platform and a de-identified description of the issue. We can help troubleshoot setup, formatting or prompt behavior. Do not send PHI.

Clinician in control

AI assists. Clinicians decide.

Clinical Prompts AI provides documentation, workflow and information-organization tools for healthcare professionals. Generated content must be reviewed for accuracy and does not replace independent professional judgment.

Do not submit PHI or patient-identifiable information to Clinical Prompts AI. Patient information should only be used within AI environments approved for that purpose by the clinician’s organization.