How Physicians Can Build an App Using AI

“There’s an AI for that.”

With the rise of artificial intelligence, app development has become more accessible than ever. AI-powered platforms now allow anyone—even those without coding experience—to create functional, scalable, and monetizable apps. There are currently millions of apps available, yet innovation in the medical field is still full of untapped potential.

Does this mean that AI has already solved every problem physicians face? Absolutely not. Especially in healthcare, AI-driven tools are opening new doors for efficiency, patient engagement, and workflow automation.

But if you want to build something of your own, maybe as a side hustle or something, there is an easy way – and we can help with that. Here’s how you can make your own app as a physician using AI.

Note: While these are general suggestions, it’s important to conduct thorough research and due diligence when selecting AI tools. We do not endorse or promote any specific AI tools mentioned here.

Steps to Create an AI-Powered App as a Physician

Perhaps you’re an OB/GYN looking for a HIPAA-compliant way to communicate with patients after hours—an AI-powered chatbot integrated into an app could streamline responses while maintaining patient confidentiality. Or maybe you’re a urologist aiming to help patients track urinary tract symptoms more effectively—an AI-driven symptom tracker could provide personalized insights and recommendations.

Maybe you’re simply a physician looking for a side hustle and passive income. Developing an AI-enhanced app that meets a specific need can be a lucrative business venture, provided it solves a real problem and reaches the right audience.

Building an app used to require deep technical expertise, but AI has drastically simplified the process. While it’s not effortless, the emergence of AI-driven platforms means physicians can now create an app without writing a single line of code.

In the next section, I’ll walk you through the essential stages of AI-powered app development—Planning, Designing, Development, and Testing—as well as other key considerations like monetization and legal protection.

Step 1: Planning

Before you dive into development, take a step back and define your app’s purpose. AI-powered tools can assist with brainstorming, market research, and even competitive analysis.

Ask yourself:

• What will your app do?
• Who will your app help?
• What problem will your app solve?
• How will you market your app?

Step 2: Designing

While hiring developers is still an option, AI-driven app builders now make it possible to create fully functional apps with minimal technical expertise.

Your main choices include:

1. BuildFire AI – Best for Scalable, Monetizable Mobile Apps

• AI-powered app development that generates templates and auto-structures app features.
• Supports monetization via subscriptions, in-app purchases, and ads.
• Ideal for consumer-facing medical apps.

2. Clappia – Best for Workflow Automation & Internal Business Apps

• Drag-and-drop builder for automating internal healthcare processes (e.g., patient tracking, appointment scheduling).
• Seamlessly integrates with Google Sheets, Excel, Slack, and other enterprise tools.
• Best for practice management, workflow automation, and medical team coordination.

3. Softr – Best for Data-Driven Web & Mobile Apps

• AI-enhanced development for turning structured data into apps.
• Excellent for building dashboards, databases, and membership-based platforms.
• Ideal for patient portals, educational tools, and clinical research apps.

Choosing the Right AI-Powered App Builder

• If you need a scalable mobile app with monetization features → Choose BuildFire AI.
• If your app is for internal workflow automation → Clappia is the best option.
• If your app is data-driven (e.g., patient tracking, research tools) → Softr is your go-to.

Step 3: Development

Once you’ve chosen your platform, AI can now assist in actually building your app.

This includes:

• AI-generated code snippets
• Pre-built templates for user interfaces (UI)
• AI-assisted debugging to minimize errors
• Automated integrations with APIs and third-party tools

Step 4: Testing

Before launch, your app must be tested rigorously. AI-driven testing tools help by:

• Running automated tests to detect bugs and performance issues.
• Simulating user interactions to ensure smooth functionality.
• Providing real-time analytics on user engagement and potential improvements.

App Costs & Monetization Considerations

The cost of building an app varies, but AI-driven platforms significantly reduce expenses. Instead of hiring developers, you can leverage these platforms at a fraction of the cost.

AI-Powered Monetization Strategies

• Subscription Models – AI suggests pricing tiers based on user data.
• Freemium & In-App Purchases – AI analyzes behavior to determine premium feature demand.
• Ad-Based Revenue – AI optimizes ad placement for maximum profitability.

Protecting Your Idea & Taking Action

As with any innovation, legal protection is crucial. If your app involves AI-driven medical recommendations, ensure compliance with HIPAA and data privacy regulations.

Consult an intellectual property rights attorney to safeguard your idea.

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Conclusion

Why should you make an app in 2025?

✅ No Coding Required – AI tools handle coding, design, and deployment.
✅ Faster Development – AI reduces timelines from months to weeks.
✅ Lower Costs – No need for expensive developers; AI automates 80% of the work.
✅ Scalability – AI allows seamless feature expansion without major redevelopment.

This post isn’t an exhaustive manual on AI-driven app development, but it should help you take the first step. Physicians have a long history of innovation, and AI provides an unprecedented opportunity to create apps that improve healthcare, streamline workflows, and even generate passive income.

If you have an idea, don’t wait—AI has removed the biggest barriers. Go for it!

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Disclaimer: The information provided here is based on available public data and may not be entirely accurate or up-to-date. It’s recommended to contact the respective companies/individuals for detailed information on features, pricing, and availability.

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Peter Kim, MD is the founder of Passive Income MD, the creator of Passive Real Estate Academy, and offers weekly education through his Monday podcast, the Passive Income MD Podcast. Join our community at the Passive Income Doc Facebook Group.

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