How Moku works
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.
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.
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.
Clinician notes and reports are read closely by our AI agents with unlimited time, the way a physician reads a chart.
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.
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.
We show problems that may need attention soonest at the top. Below that, longer-term things to keep an eye on, then abnormal lab results and other imaging or test findings worth asking about, and finally stable history — each gets its own section, so it's easier to decide what to bring up next.
Focus holds the problems that are still being worked out: something your doctor flagged, a new diagnosis without a plan yet, treatment underway, or a recent hospital stay without a follow-up. These are the ones to look at first.
Ongoing Monitoring covers anything your care team has already picked up — long-term conditions they watch over time, and shorter-term problems still being treated or followed up.
Other Lab Abnormalities are lab results that came back outside the normal range and that your records don't act on — worth asking your doctor about at your next visit.
Other Imaging Abnormalities are things a scan, scope, or other test picked up that your records don't act on — worth asking your doctor about at your next visit.
Stable / History holds long-term conditions that are well-controlled and past health events that round out your overall picture.
Each problem carries two facts: how recent the records are, and whether the records say it was clearly resolved.
These labels describe how recently your records mention this problem — not whether the condition is active or worsening.
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.
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.
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.
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.
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.
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.
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.
Watch it run on a sample chart first, or connect your own records and see your history the same way.