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Improving Construction Safety with AI Dmitry Grenader - - PowerPoint PPT Presentation
Improving Construction Safety with AI Dmitry Grenader - - PowerPoint PPT Presentation
Improving Construction Safety with AI Dmitry Grenader dgrenader@smartvid.io C ONSTRUCTION : H IGH - HAZARD I NDUSTRY D RIVERS OF R ISK IN C ONSTRUCTION Cost Schedule Quality Safety F ATALITIES HAVEN T CHANGED IN 10+ YEARS Rate per
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DRIVERS OF RISK IN CONSTRUCTION
Quality Cost Schedule Safety
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FATALITIES HAVEN’T CHANGED IN 10+ YEARS
Rate per 100,000 FTEs unchanged since 2006 Source: CPWR Chart book, 6th Edition
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Shawmut’s Safety Culture: Core Value I am committed to providing my co-workers, subcontractors, clients and the general public with a workplace and environment which is free from hazard and risk. My number one priority each day is to make sure each person working with or for Shawmut goes home safely without accident or incident.
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OUR MISSION
To reduce risk in the AEC industry by using AI to improve safety, quality and productivity.
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WORKSITES GENERATE MORE DATA THAN EVER BEFORE
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WE’VE GOT VINNIE
Meet “Vinnie” the AI engine. He’s been trained on construction data and is here to help find risk.
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VINNIE DETECTS SAFETY RISKS
...even on “visually noisy” job sites
VINNIE “SEES” EVERY WORKER AND SITE CONDITIONS LIKE HOUSEKEEPING AND STANDING WATER. HERE, VINNIE OBSERVES ONE WORKER MISSING A REFLECTIVE VEST. ANOTHER IS MISSING GLOVES.
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WORK AT HEIGHT: LADDER
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WORKING AT HEIGHT: LIFT
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HOUSEKEEPING
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STANDING WATER
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SEARCH FOR RISK
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MEASURE RISK
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MANAGE RISK
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SMARTVID.IO SAFETY SUITE
REPORTING & DATA ANALYSIS PREBUILT INTEGRATIONS & APIs VINNIE THE AI ENGINE
MODULES FOUNDATION PREDICTIVE ANALYTICS ENTERPRISE PHOTO & VIDEO MANAGEMENT SAFETY OBSERVATIONS SAFETY MONITORING
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”SKILL”: Safety Observations “SCALE”: Safety Monitoring AI is “always on” detecting potential safety risks using visual jobsite data Humans capture and record complex observations and behaviors
COMBINING HUMAN AND AI OBSERVATIONS
SCALE SKILL
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ANALYZE ALL IMAGERY
We have done data integrations with major industry players.
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MOVING FROM OBSERVING TO PREDICTING
- Launched as a joint effort with Suffolk Construction
- Analyzed 10 years of data to build predictive AI models
“This worker is missing gloves”
From observing to predicting
Observing “This project is going to have an incident” Predicting
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WHY THIS WORKS
Culture Data Explainability Process
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THANK YOU!
Smartvid.io
- Focused on reducing project risk using AI
- 100% focused on the Construction Industry
- HQ in Cambridge, offices around the world
More questions? email me dgrenader@smartvid.io