Built with FlutterFlow

IACS Safety Overwatch: AI Visual Hazard Detection Tool

Patrick Mulenga

Verified

IACS Safety Overwatch – AI Powered Visual Hazard Detection & Risk Assessment Tool

Project Summary:

IACS Safety Overwatch is a smart, photo-driven construction site safety tool that analyzes uploaded images and provides instant, structured feedback on potential hazards. I delivered a complete solution, from assisting with backend AI prompt design and risk logic, to creating a branded user interface and successful App Store deployment — enabling construction teams to make faster, safer decisions.

My Role:

Prompt Engineering for structured visual safety assessment
Risk assessment logic based on hazard severity and count
JSON schema design for integration with frontend and reporting systems
Category-based feedback system (Health & Safety, Environmental, Quality)
App Store listing content strategy and writing

What I Delivered:

A robust AI prompt system designed to:
Analyze construction site images
Identify visible hazards based on strict categories
Classify overall site risk level as Low, Medium, or High
A structured JSON AI response format
Enforced content constraints to ensure factual, visible-only assessments
Clear output formatting for easy integration into mobile or web UIs
A fully branded mobile interface built in FlutterFlow, designed to:
Match client brand guidelines (color palette, typography, tone)
Simplify photo capture and upload for on-site workers
Display structured results in a clear, readable format
Complete App Store & Google Play deployment

Technical Highlights:

Implemented strict input/output schema for AI assistant
Built reusable prompt logic to support consistent hazard detection
Ensured output adheres to safety standards and scope-limited interpretation
Focused on non-speculative, visual-only hazard classification in three distinct domains:
Health & Safety Hazards
Environmental Hazards
Quality Hazards
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What the client had to say

Patrick was fantastic- professional, responsive, and highly skilled. He delivered quality work on time and went above and beyond to understand to meet the deadline. Highly recommend to anyone needing dependable developers.

Michael Michlovsky, IACS ltd

Jul 14, 2025, Client

Posted Jul 9, 2025

Real-time AI powered construction site safety checks and hazard insights through advanced visual analysis.

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