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Puzzle Gen for Physicians
Turn complex
clinical documentation
into a voice-driven,
hands-free documentation
across every step of care
Puzzle Gen for Physicians - From outpatient visits through discharge, focus on care. Notes are captured in real time.
Clinicians can document, summarize, and generate records in real-time using voice alone even when gloves are worn without interrupting clinical flow.
Accurate and effortless clinical documentation,
anytime and on any device
Puzzle AI delivers generative, ambient AI medical documentation that captures and summarizes clinical consultations, with desktop and mobile companion app
designed for flexible, real-world clinical use.
Desktop
Optimized for desktop-based clinical settings, including outpatient clinics and diagnostic departments such as radiology, pathology, and nuclear medicine.
Mobile Companion
In environments where both hands are not free, such as during rounds, procedures, surgeries, and emergencies, recording is possible through mobile devices even while on the move.
Provides seamless voice documentation through
real-time desktop and mobile integration
For medical dictation and ambient AI workflows,
75% of top-tier medical centers turn to Puzzle AI*
0.003
Voice recognition
error rate
90%+
Customer
Satisfaction
No. 1
AI Medical
Speech Recognition*
0%
Customer
Retention
(*Applies to the South Korea healthcare market)
Desktop
Built for desk-based clinical settings, delivering thoughtfully designed personalization features that enhance clinician satisfaction and adoption.
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Voice engines optimized for various clinical settings
Generate drafted clinical notes from patient consultations
Advanced clinician-level personalization
Voice-activated access to clinical data
Symptoms analysis based on clinical conversations
Symptoms analysis based on clinical conversations
98%
AI Medical Speech Recognition Accuracy
Accurate recognition even with mixed usage of multiple languages, bilingual medical terminology, units, symbols, abbreviations, dates, and time expressions.
Institution-grade medical LLM designed specifically for healthcare professionals
A lightweight architecture that delivers strong cost efficiency, with enterprise-level reliability and operational stability.
Quantization optimized
lightweight, high-performance
model implementation
Accurate clinical document
generation using medical
domain–specific inference
vLLM-based deployment optimization for fast and efficient service operation
Service stability is ensured through Nginx-based resource distribution and load analysis
Centralized management via an integrated LLM configuration
dashboard
Supports FastAPI-based Streaming & Non-Streaming API services
Built by Clinicians. Made for Clinicians. Clinician-Level Personalization
We adapt to your needs-whatever they are. From input preferences to personalized templates and LLM configurations.
User Speech Fine-Tuning
Adapts to
user speech
patterns
Input Style Customization
Dates, time formats,
spacing,
and indentation
Documentation Style
Customization
Abbreviations, medical
terminology, and note structure
Data Retrieval Customization
Custom
trigger words and
retrieval behavior
Clinician-Specific Templates
Set how templates are called, summarized, and generated
Mobile Companion
Mobile solution designed for clinicians on the move.
Hands-free clinical documentation across healthcare environments from outpatient clinics to rehabilitation centers
When clinicians are moving between patients or performing hands-on care, documentation can still be completed simply with your voice.
Outpatient clinics, Radiology, Pathology, Wards, OR, Endoscopy, ER, ICUs, Dentistry, Rehabilitation, Behavioral Health and more.
Smartphones. Wireless microphones. any and everywhere patient care happens.
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Works even when wearing surgical scrubs and using medical equipment
Cross-platform support for PCs,
smartphones,
and tablets
Radiology
Spoken Diagnostic Report Speak briefly. Clear, complete results.
Radiology is a domain-specific model of Puzzle AI, built for radiology reports (readings, data retrieval, and impression generation)
Built exclusively for Radiology Focused innovation shaped by real radiology practice
Provides speech recognition fine-tuned specifically for radiology interpretation and reporting
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Enables detailed customization
through specialized ‘Puzzle AI
Radiology’ care service
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Transfers voice-recorded
interpretations directly to your existing PACS with a single click
Puzzle Gen for Physicians goes beyond documentation—it supports the full scope of clinical work clinicians depend on daily.
Retrieve patient, medication,
and clinical information
Auto-generated
structured
drafted clinical notes
Patient risk
alert feature
Voice authenticated
consent form
Independence - Allows flexible input without direct integration
One-click speech & export Voice input works on any platform where active cursor is present
While you focus on your patients, Puzzle AI supports accurate and complete documentation
Complete clinical documentation from outpatient visits to discharge
Exports
seamlessly
to your HIS | EHR
Automatic summaries tailored
to individual clinician styles
Passive listening in real time and captures clinical consultations as you speak
Spend less time looking at screens and more time connecting with patients
Use Cases
From brief encounters to complex consultations, documentation is created automatically so physicians can move freely through their workflows without interruption
Outpatient consultation
documentation
Inpatient rounding
notes
Procedure and surgical
documentation
Structured, EHR-ready
clinical documentation
Personalized documentation through learned EHR formats and clinician-
specific templates
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