Case-Study Deep-Dive

Outstanding AI-driven service by CompScience – from strategy to execution, their team delivered beyond expectations. Smooth communication, reliable support post-launch. Highly recommend and will confidently collaborate again.

Client Overview

Client: CompScience – AI-driven safety analytics platform
Project: SafetyBriefAI – A web-based real-time hazard detection system powered by computer vision

The Challenge

High-risk industries like construction and manufacturing constantly battle with workplace injuries and regulatory compliance. CompScience wanted a lightweight but powerful AI platform that could:

- Analyze static job site photos and video feeds

- Instantly detect safety risks without needing physical equipment

- Deliver tailored, actionable recommendations

- Be accessible via mobile without installations or downloads

The Solution

We partnered with CompScience to develop SafetyBriefAI, an advanced AI web tool that uses state-of-the-art computer vision and custom models to identify on-site risks and generate safety recommendations in real time.

Technology Stack

- Computer Vision: YOLOv7, OpenCV, TensorFlow, NVIDIA Jetson Inference

- Backend: Python Flask, CUDA/cu11, Hugging Face, AWS Sagemaker

- Frontend: ReactJS, TailwindCSS

- Reporting: Real-time heatmaps, compliance metrics, PDF and CSV export

Key Features

- Risk detection on image and video uploads (e.g., missing PPE, trip hazards)

- Sharable reports with NSC-compliant mitigation tips

- Frontend: ReactJS, TailwindCSS

- Mobile-friendly — no app download required

Measurable Results

- 64% reduction in on-site violations within the first 60 days

- 78% faster hazard detection compared to manual inspection

- 22% improvement in EHS (Environment, Health, Safety) team productivity

- 34% drop in workers’ comp claim exposure within 3 months

- 29% better audit scores from internal compliance officers

- 46% faster average onboarding for new site workers using visual risk examples

- Used across 42+ job sites within 4 months

- Over 32,000+ risk frames analyzed with feedback loops

Client Testimonial

"CompScience provides a new pair of eyes for your risk and gives you the numbers to prove it. The analytics work so well that we’re now utilizing this at a location without an on-site safety manager."

— Haley Perez, Head of Safety, Peerless Products

Business Impact

SafetyBriefAI delivered:

- Fewer incidents, greater accountability

- More accurate and justifiable safety budgeting

- A proactive safety culture driven by insights, not guesswork

Call to Action

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