USE CASE

Digital Healthcare

Making medical training and fieldwork safer and more precise

Procedure AI analyzes medical procedure performance in real time and delivers accurate feedback, improving training outcomes and strengthening patient safety and quality of care in clinical settings.

Digital Healthcare — illustration

THE CHALLENGE

Medical training faces real challenges.

In medical training and fieldwork, it's difficult to track performance in real time
and evaluate it objectively.

Limited Observation

Hard to monitor every learner through direct instructor observation alone

Subjective Evaluation

Experience-based grading can lack consistency

No Performance Record

Without data on the performance itself, repeated practice has limited value

Patient Safety Risk

Procedural non-compliance and errors can lead to medical incidents

The Value We Deliver

Stronger Patient Safety

Automatically detects missed steps, sequence errors, and risky actions to prevent incidents

Better Learning Outcomes

Objective evaluation and feedback improve learning outcomes and competency

Less Time on Training and Evaluation

Automated evaluation reports reduce the workload on instructors

Standardized Procedure Management

SOP-based, consistent evaluation minimizes quality variance

Data-Driven Improvement

Ongoing data analysis drives improvement in clinical procedures and training

HEALTHCARE COLLABORATION

K University,
Nursing Education

Preparing together to bring AI-based procedure evaluation into real medical education settings

Real Training Environment

Procedure Data

AI Evaluation

First-Person Video

First-Person Video

Procedure Step List

Procedure Step List

Behavior Analysis

Behavior Analysis

Detailed Evaluation Results

Detailed Evaluation Results

Where It Applies

Nursing Skills Training — illustration

Nursing Skills Training

Real-time compliance checks across various clinical procedures such as equipment checks and infection control

Clinical Field Checks — illustration

Clinical Field Checks

Real-time compliance checks for on-site tasks such as patient care and safety protocols

Rehabilitation Monitoring — illustration

Rehabilitation Monitoring

Standardizes rehabilitation procedures, such as therapeutic exercise and equipment use, with real-time progress monitoring

EVALUATION REPORT

Digital Healthcare Report

Quantitatively evaluates procedure compliance and risk factors based on real performance data.

Step-by-Step Performance Analysis — illustration

Step-by-Step Performance Analysis

Breaks down the nursing procedure step by step to check whether each step was performed and how accurately.

Performance Time Analysis

Compares total performance time against time spent per step to analyze the flow and pacing of the procedure.

Safety Event Detection

Detects and flags safety-related behaviors and missed steps that occur during performance.

Video-Based Review

Lets you review exactly how the nursing procedure unfolded using the actual performance footage.