The Automation Process

1. Observation

• Cameras stream video footage to our AI processing system.

2. Detection & Recognition

• Specialized AI models analyze video in real-time to identify staff, patients, equipment, and specific actions.

3. Verification

• The AI checks if the observed action complies with predefined protocols (e.g., "Was the hand rub performed?" or "Are sterile gloves being worn?").

4. Automated Documentation

• Instead of a person filling out a form, the AI system automatically logs the event for records and reporting.

Detailed Breakdown: What Each Model Does & How It Automates

Here is how each model translates a manual task into an automated function:

Cleaning Protocol

AI Detection Models

• 1. 3rd Person Equipment Detection Model: Monitors equipment cleaning using a phone camera.
• 2. 3rd Person Cleaning Cloth Model: Ensures proper cleaning dusters are used during the process.
• 3. 1st Person Equipment Detection Model: Monitors equipment detection from a first-person perspective.

Central Line Care Bundle (CLABSI Prevention)

• Hand Rub: Perform thorough hand hygiene
• Sterile Gloves: Wear sterile gloves before port cleaning
• Port Scrubbing: Scrub access port/hub with appropriate antiseptic prior to each use
• Site Coverage: Procedure site covered with sterile transparent dressing
• Daily Monitoring: Dressing changed on a daily basis