Turn confusing lab reports into plain-English patient emails

Reads incoming lab report PDFs, translates medical jargon into plain English, and emails patients a clear summary.

How the work actually flows

A straight line.

Pattern: Sequence (1)

flowchart TD trig>"lab report email received"]:::trig s0["extract report text and values"]:::task s1["translate results to plain english"]:::task s2["format patient friendly email"]:::task s3["send email to patient"]:::task trig --> s0 s0 --> s1 s1 --> s2 s2 --> s3 out[/"plain english summary sent"/]:::out pay{{"fewer confused patient calls"}}:::pay s3 --> out out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
Starts itA stepResultPayoff
Build size
Standard

A mid-size build with several tools working together.

Business functions
AI Agents & Autonomous SystemsEmail AutomationDocument Processing & OCRReporting & Analytics
Connects
OllamaEmail
Featured in

The problem it solves

Patients open their lab results and see numbers and medical terms they don't understand, then call or email your office asking what it means. Explaining every result by hand takes time your staff doesn't have, especially when most values are normal. Without a clear summary, patients worry unnecessarily or miss important next steps.

Who it fits

A medical practice or clinic that wants to send patients easy-to-understand summaries of their lab results.

How it works

  1. Watches your inbox for incoming lab report emails with PDF attachments
  2. Extracts the text and values from the attached report
  3. AI rewrites the medical terms and results in plain language, marking what's normal and what needs attention
  4. Formats the explanation into a clear, professional layout with next-step advice
  5. Emails the simplified report back to the patient, with a reminder to consult their provider
What you get

Lab results patients actually understand

Your patients receive an easy-to-read explanation of their lab results in plain language, right after the report comes in.

What you get

A patient-friendly email summary of lab results with plain-English explanations and follow-up guidance.

What you need

An email account with IMAP and SMTP access and a locally hosted Ollama AI model.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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