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    <title>Forem: Marco Ruggeri</title>
    <description>The latest articles on Forem by Marco Ruggeri (@marco_ruggeri_05802587f47).</description>
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      <title>How We Built an AI-Powered Homeopathy Platform with Next.js</title>
      <dc:creator>Marco Ruggeri</dc:creator>
      <pubDate>Sun, 05 Apr 2026 18:43:59 +0000</pubDate>
      <link>https://forem.com/marco_ruggeri_05802587f47/how-we-built-an-ai-powered-homeopathy-platform-with-nextjs-4p4o</link>
      <guid>https://forem.com/marco_ruggeri_05802587f47/how-we-built-an-ai-powered-homeopathy-platform-with-nextjs-4p4o</guid>
      <description>&lt;p&gt;When most people think of healthtech, they picture hospital systems and electronic health records. But there's a whole world of specialized medical disciplines that still rely on outdated tools. Homeopathy is one of them.&lt;/p&gt;

&lt;p&gt;At &lt;a href="https://www.similia.io" rel="noopener noreferrer"&gt;Similia&lt;/a&gt;, we set out to build a modern software platform for homeopathic practitioners. Here's what we learned building it.&lt;/p&gt;

&lt;h2&gt;
  
  
  The Problem
&lt;/h2&gt;

&lt;p&gt;Homeopathic practitioners work with a &lt;em&gt;repertory&lt;/em&gt; — essentially a massive index that maps symptoms to remedies. Think of it as a database with tens of thousands of entries, cross-referenced in complex ways. Traditionally, this comes as a 1,500-page book.&lt;/p&gt;

&lt;p&gt;They also need a &lt;em&gt;materia medica&lt;/em&gt; — detailed descriptions of each remedy from multiple authors. And they need case management to track patients over time.&lt;/p&gt;

&lt;p&gt;Most existing software in this space looks like it was built in the early 2000s (because it was). We wanted to bring it into 2026.&lt;/p&gt;

&lt;h2&gt;
  
  
  Our Tech Stack
&lt;/h2&gt;

&lt;p&gt;We chose &lt;strong&gt;Next.js&lt;/strong&gt; with the App Router as our foundation. Here's why:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Server Components&lt;/strong&gt; let us render heavy materia medica pages without sending massive JavaScript bundles to the client&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Route Groups&lt;/strong&gt; helped us separate the public marketing site from the authenticated practitioner dashboard&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Server Actions&lt;/strong&gt; simplified our form handling for case notes and patient records&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;ISR (Incremental Static Regeneration)&lt;/strong&gt; for our blog and educational content&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;For the database, we use &lt;strong&gt;PostgreSQL&lt;/strong&gt; with Prisma ORM. The repertory data alone has hundreds of thousands of rows representing the relationships between symptoms, remedies, and their grades.&lt;/p&gt;

&lt;h2&gt;
  
  
  The AI Layer
&lt;/h2&gt;

&lt;p&gt;The most exciting part of the project has been integrating AI-powered analysis. When a practitioner enters a set of symptoms, our system doesn't just do a simple lookup. It uses AI to:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;
&lt;strong&gt;Analyze symptom patterns&lt;/strong&gt; across the full repertory&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Suggest differential remedies&lt;/strong&gt; the practitioner might not have considered&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Cross-reference with materia medica&lt;/strong&gt; to validate suggestions against the classical literature&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;We built this as a separate service that the main Next.js app calls via API routes. This keeps the AI processing isolated and scalable.&lt;/p&gt;

&lt;h2&gt;
  
  
  Lessons Learned
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;Domain expertise is everything.&lt;/strong&gt; We spent months learning homeopathic methodology before writing a single line of code. Without understanding how a practitioner actually thinks through a case, we would have built the wrong product.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Performance matters for large datasets.&lt;/strong&gt; When your repertory has 100,000+ entries and a practitioner needs instant search results, database indexing and query optimization become critical. We heavily optimized our PostgreSQL queries and added Redis caching for frequently accessed rubrics.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Internationalization from day one.&lt;/strong&gt; Homeopathy is practiced globally. We built i18n into our architecture from the start using Next.js built-in internationalization support, and it saved us enormous refactoring later.&lt;/p&gt;

&lt;h2&gt;
  
  
  What's Next
&lt;/h2&gt;

&lt;p&gt;We're continuing to improve the AI analysis capabilities and expanding our materia medica library. If you're interested in the intersection of AI and traditional medicine, or if you're a practitioner looking for modern tools, check out &lt;a href="https://www.similia.io" rel="noopener noreferrer"&gt;Similia&lt;/a&gt;.&lt;/p&gt;

&lt;p&gt;We'd love to hear from other developers building in niche healthtech spaces. What challenges have you faced?&lt;/p&gt;

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      <category>nextjs</category>
      <category>ai</category>
      <category>webdev</category>
      <category>healthtech</category>
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