Vol. I · MMXXVIAI Clinical System
Product 03 · Vol. I

Clinical documentationtakes time awayfrom patient care.

Discens Machina converts doctor speech into structured medical reports — optimized for Croatian, processed on-prem, and shaped to fit existing reporting formats.

Overview§ 01
Speech in. Structured report out —in Croatian, on-prem.

The system understands medical terminology, hospital reporting formats, and outputs documentation that drops directly into clinical workflows — not a raw transcript that someone still has to format afterwards.

Plate 01 · Time consumed5.3h / DAY
DOCUMENTATION TASKS · DOCTOR'S DAYDISCHARGE SUMMARIES1.6hPATIENT INFO0.9hSTRUCTURED REPORTS1.4hCORRESPONDENCE0.6hREPETITIVE FORMS0.8hTIME REDUCIBLE BY STRUCTURED CAPTURE↓ hours / day
Fig. 01 · The problem
The problem

Where the time goes.

Doctors spend significant time on documentation. The cost is felt at the bedside, in fatigue, and in variable quality across the day.

Tasks that compound
01Writing discharge summaries
02Recording patient information
03Structuring reports
04Repetitive correspondence

"Time on documentation is time away from the bedside."

Plate 02 · Speech → FormHR · MED
DICTATION · CROATIANSTRUCTUREDREPORTPATIENTDIAGNOSISTHERAPYFOLLOW-UPCONTINUOUSPROCESSED ON-PREMspeech → fields
Fig. 02 · The solution
The solution

Speech, captured as structure.

The system processes spoken Croatian, recognises medical terminology, and produces structured documentation directly — not a raw transcript that still needs to be reshaped.

Optimized for
01Croatian language
02Medical terminology
03Structured clinical reporting
04Hospital workflows
Plate 03 · Structured outputDROP-IN
STRUCTURED REPORT · GENERATED FROM SPEECHPATIENTAnonymous · F · 64DIAGNOSISPneumonia (J18.9) · Hypertension (I10)THERAPYAmoxicillin 500mg · 3×/day · 7 daysFOLLOW-UPGP · 2 weeks · Imaging if persistentDISCHARGEStable · HomeFIELDS · NOT RAW TRANSCRIPT
Fig. 03 · Output
Output

Structure, not transcript.

The output is a structured report — fields, sections, and identifiers shaped to fit existing reporting formats. It drops directly into the clinical workflow.

What lands in the system
01Structured fields, not raw text
02Compatible with existing reporting formats
03Section-aware: diagnosis, therapy, follow-up
04Ready for downstream workflows

"Drop-in structured documentation. Not a transcript someone has to clean up."

Outcome§ 04

More time at the bedside.

When documentation is captured through speech, time spent on forms drops significantly — without compromising structure or completeness.

What changes
01Faster documentation
02Reduced administrative burden
03More consistent reporting
04More time for patient care

Documentation is part of the work. The point is to do less of it by hand.

Next step

See structured Croatian transcription in your workflow.

A demo walks through how voice input becomes a structured report — and how it connects to the rest of the Discens Machina system.