AI Powered Workforce Activity Detection
Summary
As a leader in the commercial building industry, our client faced the challenge of efficiently enhancing workforce activity amongst 300+ employees. To overcome this challenge, our client needed an AI solution partner to create an AI-based solution focused on detecting individuals within a specified area, particularly workstations. Folio3 AI built an AI solution using computer vision for our Australian client for actionable insights and generation reports.
About the Customer
Established in the early 2000s, our client is a renowned high-quality commercial cladding and glazing solutions provider in Australia. Their commitment to service excellence has positioned them as a trusted partner in the commercial building industry.
-
Team composition
4 members
-
Expertise used
Machine Learning, Computer Vision, and Deep Learning
-
Duration
6 Weeks
-
Services provided
Model training, AI Image Processing, On-Premise Deployment
-
Region
Europe
-
Industry
Information Technology and Services
Solution
Folio3 built an AI solution for the client using deep learning and computer vision techniques to extract actionable and insightful data supporting easy decision-making and action.
Custom AI Model
A tailored AI model was customized to fit our client’s specific needs to perform worker detection and time tracking.
Data Processing
The fine-tuned computer vision algorithms process the footage, extracting relevant data (worker activity, and time spent at workstations) for analysis. The results are stored in the application database.
Video Retrieval
The solution retrieves recorded videos to run the AI algorithm and extract specific insights from a specified location.
Data Extraction and Report Generation
The application efficiently extracts relevant data from processed video footage and generates insightful reports on worker activity for analysis
On-Premise Deployment
The solution was deployed on-premise, ensuring data security and compliance with the client’s operational preferences.
Result
With an active AI-powered monitoring system in place, our client was able to enhance their operational efficiency and boost productivity.
