PromptMed

Product Introduction

1. Overview: PromptMed is an iOS-native education app that delivers structured training in AI prompt engineering specifically for healthcare professionals. It combines interactive modules on 6 proven prompting techniques (Zero-Shot, Few-Shot, Chain-of-Thought, Self-Consistency, ReAct, Instruction-Tuned) with role-specific clinical examples for physicians, nurses, surgeons, medical coders, technicians, and healthcare IT teams.
2. Value: The app enables users to safely and effectively use AI tools like ChatGPT, Claude, or MedPaLM in daily clinical workflows, improving diagnostic accuracy, documentation quality, and coding compliance while reducing AI hallucinations and errors.

Main Features

1. 6 Interactive Learning Modules: Each module teaches a distinct prompting technique with real clinical scenarios. Users learn when to apply Zero-Shot for quick triage, Chain-of-Thought for differential diagnosis, and ReAct for evidence-based reasoning. Quizzes at the end of each module provide instant feedback.
2. Practice Lab with 30 Clinical Scenarios: Users construct prompts using a guided 5-section framework (role, context, task, format, constraints) for roles like surgeon, nurse, and coder. The AI scoring engine evaluates clarity, context, role adherence, format, and safety, then suggests improvements.
3. Coding Practice Module: The only app that tests ICD-10 and CPT coding knowledge using real clinical notes. Users assign codes and receive AI-driven feedback showing where they were right, wrong, and why—ideal for medical coders and billing compliance.
4. Prompt Evaluator: Paste any clinical AI prompt and get a score across 5 criteria (clarity, context, role, format, safety) plus an improved version. This feature helps users self-audit their prompts before using them in patient care.
5. 13 Clinical Prompt Templates: Ready-made templates for SOAP notes, discharge summaries, SBAR handovers, differential diagnosis, drug interaction checks, patient education, ICD-10/CPT coding queries, and evidence summaries. Each template includes before/after examples showing how better prompts change clinical outcomes.
6. Native iOS Dictation: Supports hands-free prompt creation via Siri dictation, enabling clinicians to create prompts while on rounds or in sterile environments.

Problems Solved

1. Challenge: Healthcare professionals lack structured training in AI prompt engineering, leading to inaccurate, unsafe, or irrelevant AI outputs that compromise patient care and increase liability.
2. Audience: Physicians, nurses, surgeons, medical coders, healthcare IT teams, and clinical researchers who want to integrate AI tools like ChatGPT or MedPaLM into their workflow without compromising patient safety or regulatory compliance.
3. Scenario: A physician uses a generic prompt to ask an AI for a treatment plan gets incomplete recommendations. After learning Chain-of-Thought prompting in PromptMed, she crafts a step-by-step diagnostic reasoning prompt that returns a validated differential diagnosis with supporting evidence, improving clinical decision quality.

Unique Advantages

1. Vs Competitors: Unlike general prompt engineering courses (e.g., Coursera, Udemy), PromptMed is role-specific and healthcare-contextualized. It includes a coding practice module that directly tests ICD-10/CPT skills—a feature absent in other AI training tools. The built-in Prompt Evaluator provides instant, criteria-based feedback, not just generic tips.
2. Innovation: The app uses a 5-section scaffolding framework for prompt construction, combined with an AI-driven scoring model that grades prompts on safety—a critical factor in clinical settings. It also works fully offline, ensuring accessibility in hospital environments with limited internet.

Frequently Asked Questions (FAQ)

1. Q: What AI platforms does PromptMed support?
   A: PromptMed teaches prompting techniques that work with any large language model (LLM), including ChatGPT, Claude, Google Gemini, MedPaLM, and open-source models. The app provides direct links to these platforms for hands-on practice within each module.
2. Q: Is PromptMed suitable for medical coding certification exams?
   A: Yes. The Coding Practice module contains real clinical notes for ICD-10 and CPT coding exercises with AI feedback. While not a substitute for official exam prep, it reinforces coding guidelines and helps coders practice applying codes in realistic scenarios.
3. Q: Does the app offer continuing medical education (CME) credits?
   A: Currently, PromptMed is not accredited for CME credits. However, its content aligns with AI literacy requirements recommended by major healthcare organizations such as the AMA and HIMSS, and can be used for internal competency assessment.