droracle.ai

UPDATED: October 19, 2025
B2BB2CBootstrappedMobile AppTechnical FounderWebsite/Web App

Dr.Oracle is a physician-run medical AI assistant that answers clinicians’ questions with instant, precise, evidence-based explanations from up-to-date guidelines and peer‑reviewed research (with citations), available across iOS, Android, and the web.

MRR (USD)

$34,700

TRAILING 30D REVENUE

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LIFETIME REVENUE

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TARGET CUSTOMER

Healthcare professionals and institutions: doctors, residents, attendings, and medical students; adopted by hospitals and training programs; not intended for direct patient use.

TIMELINE

  • MVP hits 10k MRR as a ChatGPT wrapper for doctors — June 11, 2025 →

    "My first MVP was literally just a ChatGPT wrapper for doctors. Ran it up to 10k MRR before I decided to build my own"

  • Custom fine‑tuned model with optimized RAG — June 11, 2025 →

    "Now I run a custom fine tuned model with fast inference and an insanely tweaked RAG."

  • 2,000 paid members milestone — April 14, 2025 →

    "Finally hit 2k paid members."

  • Second US hospital adoption — June 30, 2025 →

    "has been adopted by a second US hospital today."

  • Crossed $500k ARR (team of 1) — July 2, 2025 →

    "at 9:50 AM today, I finally crossed 500k ARR. with a team of 1"

  • Multilingual expansion — September 12, 2025 →

    "I finally made Dr. Oracle multi-lingual. Including App Store presence (meta data) and screenshots"

  • 53,000+ medical professionals using Dr.Oracle — September 25, 2025 →

    "Join Over 53,000 Medical Professionals Using Dr.Oracle"

TECH STACK

Next.js web app; bare‑metal servers with Docker fronted by Cloudflare; custom fine‑tuned model with a heavily tweaked RAG system; Stripe-based auth/permission syncing with App Store/Play Store; Google OAuth; runs on iPhone/iPad, Apple Vision, Android, and web.

LATEST USERS

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USERS CHANGE

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FINANCIALS

  • arr — $500,000 USD · as of July 2, 2025
    at 9:50 AM today, I finally crossed 500k ARR. with a team of 1
  • margin_pct — $95 · as of May 26, 2025
    95% profit margins.
  • margin_pct — $97 · as of March 15, 2025
    97% profit margins

TRACTION

  • users — 53000 count · as of September 25, 2025
    Join Over 53,000 Medical Professionals Using Dr.Oracle
  • customers — 2 count · as of June 30, 2025
    has been adopted by a second US hospital today.
  • customers — 2000 count · as of April 14, 2025
    Finally hit 2k paid members.

FOUNDERS

Vamz
Skills: Next.js, Docker, Cloudflare, RAG/LLMs, Stripe, Meta/TikTok ads, A/B testing

Medical doctor who quit medicine; solo founder operating nomadically across LA/BOS/NJ/NY; launched Dr.Oracle first as a ChatGPT wrapper and later built a custom fine‑tuned model with optimized RAG.

PRODUCT–FOUNDER FIT

A medical doctor founded Dr.Oracle to keep pace with rapidly changing guidelines and deliver trustworthy, cited answers. After leaving medicine, he launched an MVP ChatGPT wrapper that reached revenue, then built a custom fine‑tuned model with an optimized RAG stack; adoption by hospitals validates utility for clinical training and care settings.

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