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I built an AI tool that explains any medical bill in seconds — here’s the full walkthrough and what I learned so far

Most people receive a medical bill… and still have no idea what they actually owe.

I kept hearing the same frustration from friends, family, and even people working inside healthcare:

“I got this medical bill, but I have no idea what I’m paying for.”

So I decided to build something small to fix that.

💡 What I built

I launched a simple web tool called DecodeMyForm AI.
You upload a medical bill or EOB, and it explains everything in plain English — no jargon, no codes, no guessing.

Yesterday, I published a full walkthrough video showing exactly how it works:

▶️ Video demo: https://youtu.be/UStZDN2btN4

🛠️ What’s inside the walkthrough

Magic-link login (no passwords)

OCR → AI summarization workflow

“Before → After” transformation of a confusing EOB

How it shows what the provider charged vs. what insurance paid

Clean explanation of what the patient actually owes

The goal wasn’t to create a big SaaS product — just a small tool that solves a painful problem millions of people face.

🚀 Why this problem matters

Healthcare billing is ridiculously confusing:

CPT/HCPCS codes

Adjustments and contractual write-offs

Deductibles, copays, out-of-pocket

The ambiguous “You may owe” section

Even smart people get lost.
Even billers and coders say it's a mess.

This felt like a good place to apply AI in a way that actually helps people.

🧪 What I’m trying now

I’d love feedback from the IH community on two things:

1️⃣ Does this feel like a real pain point or just an interesting idea?

Be brutally honest.

2️⃣ How would you validate demand here without being spammy?

(IH hates link-drop marketing, so I’m being careful.)

If you want to try the tool (demo mode, no signup), I’m happy to share privately.

📈 Goals for the next week

Collect 20 honest user reactions

Identify 1–2 real use cases beyond “curiosity”

Improve onboarding flow

Decide whether this becomes a full SaaS or stays a micro-tool

🙏 Would love your thoughts

If you've ever been confused by a medical bill — or built something similar — what do you think is the true root problem?

Is this worth pursuing further?

on November 15, 2025