Records, structured. Outcomes, intelligence.
Six capabilities, one memory layer. Each one built to be invisible when you don't need it — and unmissable when you do.
- Encounter grouping
- OCR confidence
- Outcome capture
- Smart search
One visit, one event.
When you upload a prescription, the pharmacy receipt that fulfilled it, the lab tests it ordered, and the follow-up visit all snap into one encounter. You don't think in PDFs. Neither does Hamdosh.
- Heuristic + ML-assisted matching across doctor, date, patient, and medicine fields.
- Manual re-grouping always available — you have final say.
- Encounter timeline view: see the whole arc at a glance.
OCR with a confidence score on every field.
Every uploaded document is scanned with Tesseract 5.4 on our servers. Every extracted field — patient, doctor, medicine, dose, date — comes with a confidence score. Fields below 60% are highlighted; below 85% are flagged. Your records are encrypted before they touch storage.
- Color-coded confidence tags: green ≥85%, amber 60–84%, red <60%.
- Edit any field inline before saving. Changes train the rules.
- Original document always one tap away in the viewer.
Did it work? One tap.
A week after each prescription, we ask: did it work? Three states — fully effective, partially, ineffective. Optional notes. That single tap is what turns a stack of paper into queryable family history.
- Gentle nudges, never spam. One reminder, dismissible.
- Outcomes feed search ranking: "what worked best for X?"
- Notes capture side effects, adherence issues, "took 8 days instead of 5."
Natural-language, source-cited.
"What did Mia take last time for an ear infection?" returns the prescription, the dose, the outcome — and the original photograph of the script. No hallucinated answers; every result links to a real document.
- Cmd/Ctrl+K palette from anywhere in the app.
- Filters: by family member, by date range, by medication, by outcome.
- Phase 3: semantic search across encounter notes with pgvector.
One household. Every member.
Kids, partners, aging parents. Each profile is private inside the household; you grant access (read or write) to other adults via signed consent grants — and revoke it just as easily.
- Per-member timelines + a household-wide view.
- Quick switcher: ⌘+J cycles family members.
- Consent grants are scoped, time-bounded, and audited.
Built to be auditable.
AES-256-GCM encryption at rest with per-file keys. TLS 1.3 in transit. Append-only audit log on every PHI read. Argon2id-hashed passwords. JWT access with refresh-token rotation and reuse detection. HIPAA-aligned today, certification on the roadmap.
- Field-level encryption on PHI columns.
- MinIO/S3 signed URLs with 60-second TTL.
- One-click export of your entire record as PDFs + JSON.