How Moku works

How Moku reads your records

We read through your medical documents, gather what each problem looks like over time, and bring the things that need your attention now to the top. The goal isn't to replace your doctor — it's to help you walk into your next visit ready to ask the right questions.

What we go through — and how

When you connect your records, Moku takes in the whole history your health system returns, with no date cutoff. Different parts of a medical record carry different kinds of information, so we handle each the way a careful physician would.

Structured results: captured, then reviewed

Labs, medications, vitals, diagnoses, immunizations, and allergies arrive as structured data. We capture every one exactly as your health system recorded it — nothing summarized away — and our AI reviews them problem by problem.

Doctors' notes and reports: read closely

Clinician notes and reports are read closely by our AI agents with unlimited time, the way a physician reads a chart.

Routine paperwork: kept and organized

Records also carry a lot of routine administrative paperwork. All of it stays organized on your timeline — and we deliberately focus the deep reading where the clinical signal lives. Reading everything with equal weight would bury what matters.

Anything you upload: every page

Documents and photos you upload are different: we go through them page by page. Every page is scanned, transcribed, and read. If a page can't be processed, the upload fails loudly instead of finishing quietly incomplete.

Why some problems appear first

We show problems that may need attention soonest at the top. Below that, longer-term things to keep an eye on, abnormal results worth asking about, and stable history each get their own section — so it's easier to decide what to bring up next.

Immediate Focus

Immediate Focus highlights problems that look time-sensitive — something your doctor flagged, a new diagnosis still being worked up, treatment in progress, or a recent hospital stay without a follow-up.

  • A test result your doctor flagged as serious or urgent
  • A new cancer diagnosis where the next tests or treatment plan aren't set yet
  • You're right in the middle of treatment — recovering from surgery, getting chemo or radiation, or waiting on biopsy results
  • You've been in the hospital in the last 30 days and don't have a follow-up appointment yet

Monitoring

Ongoing Monitoring covers long-term conditions and trends your care team is already watching over time.

  • A health issue your doctor is keeping a close eye on
  • Numbers or symptoms that are changing and worth tracking over time
  • A long-term condition you're already managing, like high blood pressure, diabetes, or kidney issues
  • You already have a treatment plan, or your next check-in is scheduled

Other Abnormal Findings

Other Abnormal Findings are results that came back outside the normal range and are worth asking your doctor about at your next visit.

  • A lab or scan result that came back outside the normal range
  • We don't see a follow-up plan in your records yet
  • A good thing to bring up at your next visit
  • From your records it doesn't look urgent — but it's still worth talking through with your doctor

Stable / History

Stable / History holds long-term conditions that are well-controlled and past health events that round out your overall picture.

  • A long-term condition that your current plan is keeping steady
  • A past health issue that has already cleared up
  • An older surgery or procedure you've fully healed from
  • Past health events that help fill in your overall health picture

What the labels on each problem mean

Each problem carries two facts: how recent the records are, and whether the records say it was clearly resolved.

How recent are the records?

These labels describe how recently your records mention this problem — not whether the condition is active or worsening.

Recent
The newest mention is from the last 90 days. This is about how recently your records mention this problem — not about whether the condition is active or worsening.
Past Year
The newest mention is from the last 91 to 365 days. This is about how recently your records mention this problem — not about whether the condition is active or worsening.
Distant
The newest mention is more than a year old, or your records don't have a clear date. This is about how recently your records mention this problem — not about whether the condition is active or worsening.

Was this clearly resolved?

When your records explicitly say a problem was resolved or fully treated, we use a separate label. When the History label appears, it replaces the recency label.

History

We mark a problem as History only when your records clearly say it was resolved, surgically corrected, or a one-time acute event that was treated and recovered from.

How the two facts combine

  • Pneumonia 6 months ago, treated and recovered → History
  • Stomach inflammation 2 years ago, no follow-up → Distant
  • Blood pressure last checked 1 month ago → Recent

Where your next steps come from

We look for next steps your care team has already written down — follow-up visits, repeat labs, scheduled imaging, treatment plans — straight from your records.

Has a plan

Your records mention a follow-up or check-in for this problem. We show it alongside the problem so you don't have to go searching.

No documented plan

When we can't find a clear next step in your records, you simply won't see a next step listed for that problem. That doesn't always mean there isn't a plan — it's worth checking with your doctor or care team.

What "Benchmark" means

Benchmark compares what's in your records against current medical literature and guideline-based care, then gives you a plain-language summary with citations. Everything is grounded in real published sources, not made up.

What "Deep Research" means

Deep Research is a longer investigation for more complicated questions. It looks across medical literature, the major guidelines, and recent reliable web sources together, then pulls everything into a fuller report. It takes longer, but you get a more thorough answer when you need one.

What we don't do

  • We're not your doctor. What you see here is meant to organize your records — it's not a clinical recommendation.
  • Nothing on this page is medical advice. Please check with your care team before making any decisions about your treatment.
  • We don't make diagnoses. We show what's already in your records, and what the published literature says about it.

Built to help you have better conversations with your doctor.