Polish clinical NLP done properly. Visit transcription, ICD-10 coding, drug-interaction checking — all tuned for the specific diction, terminology, and regulatory frame of Polish healthcare.
Pillar 02In buildPolish market firstRODO + NFZ aligned
What it does
— 01
High-accuracy transcription of the clinician-patient consultation, tuned for medical vocabulary, abbreviations, and the non-standard speech patterns of actual clinical workflow. Not a generic speech-to-text.
— 02
Suggests ICD-10 codes from the transcribed visit and clinician notes. Confidence-scored. Flags cases where coding depends on judgment the clinician must exercise.
— 03
Cross-references prescriptions against the Polish drug formulary and current interaction databases. Surfaces contraindications and dose concerns at the point of prescribing.
— 04
Converts free-form transcribed dialogue into the structured SOAP note the clinician actually files. Saves the 15–25 minutes typically spent on post-visit documentation.
— 05
Built for Polish healthcare data protection requirements (RODO + Ustawa o prawach pacjenta). Patient data stays in-jurisdiction. Processor agreement covers the clinical-data processing path.
— 06
Awareness of Polish national-insurance (NFZ) billing taxonomies. Coding suggestions respect NFZ contract constraints where relevant.
Who it’s for
Private clinics and practice groups
The clinics spending the largest share of clinician time on documentation rather than patients. MedAssist targets the 15–25 minutes per visit currently lost to coding and note-writing.
Health-tech platforms serving the Polish market
Companies that want to ship a clinical-NLP feature without building one from scratch. MedAssist licences as an embedded engine behind the platform's UI.
How it’s built
Not a single prompt or a chatbot. A composed pipeline of specialised agents, each with a defined role, a documented toolset, and a declared failure mode.
agent/transcribe-plClinical-Polish tuned speech-to-text. Handles medical abbreviations, dosages, anatomical terms, and the elliptical speech patterns of real consultations.
agent/structure-soapConverts free-form dialogue into structured SOAP / HPI notes. Follows the clinician's usual documentation shape, not a generic template.
agent/code-icd10Suggests ICD-10 codes with confidence scoring. Flags codes that depend on clinician judgment rather than claimed certainty.
agent/check-interactionsDrug-interaction screening against Polish formulary and current interaction databases. Surfaces contraindications and renal/hepatic dose concerns.
agent/qa-clinicalVerification gate. Audits the coded output against the visit transcript and clinician note for consistency. Rejects ambiguous coding or flags for human review.
Status
Status
In active build. Polish clinical-NLP training in progress.
Target launch
Pilot deployments Q3 2026.
Jurisdictions
Poland first. EU expansion on language-tuning schedule.
Compliance
RODO + Polish Ustawa o prawach pacjenta. DPIA completed for clinical-data processing path. Per-clinic data isolation.
Commercial model
Per-clinic licence. Usage tiers by consultation volume.
Engage early
enterprise@blackflake.com — pilot-clinic slots open for Q3 2026 deployment.
How we engage
Every deployment is a bespoke engagement. We don't sell seats or generic SaaS. We build agents against your workflows, your matter taxonomy, your regulatory context — then we operate the system with you under a monthly retainer. Your data, configurations, and outputs are yours and portable. The Blackflake engine is developed by us and runs under your retainer.
— 01
Scoped call to map your workflow, constraints, and success metrics. No charge. You leave with an architecture note and engagement estimate.
— 02
Fixed-price deployment on one narrow workflow. Real output on real work in weeks. Go / no-go before the full build.
— 03
Agent suite, workflows, sources of truth, QA gates, operator surface. Deployed in your tenant. Auditable.
— 04
Monthly retainer: new regulations ingested, agents tuned on live work, new workflows added. We develop the engine; your data, configurations, and outputs stay yours — always portable.