Tech Roadmap EHS Technologies (2025)
Moses Makin
Bill Pennington
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Executive Summary
This report clarifies the business value, pace of innovation and maturity of 43 EHS technologies. Verdantix conducted a fact-based assessment of the maturity, innovation, future prospects and business value of each solution. The technologies identified are AI agents; AI-enhanced EHS data management; digital twins; digital product passports (DPPs); AI-enabled compliance; AI assistants; active exoskeletons; EHS software – graph databases; safety competency management systems and tools; digital mental health technology (DMHT); predictive emissions monitoring systems (PEMS); autonomous mobile robot (AMR) technology; video analytics for ergonomics; control of work software; augmented reality (AR); connected safety platforms; wearable vital sign monitors; lone worker solutions; augmented reality (AR)/virtual reality (VR) training; smart video safety training software; chemical management software; product compliance software; passive exoskeletons; carbon management software; fleet safety technology; IoT-based environmental monitoring; wearable hazard sensors; proximity sensors; video analytics for risk monitoring; critical event management (CEM) solutions; unmanned aerial vehicle (UAV) solutions; contractor management platforms; sustainability software; quality management software (QMS); online SDS databases; continuous emissions monitoring systems (CEMS) technology; EHS regulatory databases; EHS mobile apps; process safety management (PSM) software; digital training; EHS software – cloud; digital permits to work; and internal databases.Key questions answered by the Tech Roadmap analysis
Tech Roadmap analysis aligns with regulatory compliance, safety and risk requirements
Tech Roadmap for EHS technologies
Defining the market for EHS technologies
Tech Roadmap methodology
Five market phases of technology maturity
EHS technologies in Phase 1: Research and Development
AI agents
EHS technologies in Phase 2: Launch
AI-enhanced EHS data management
Digital twins
Digital product passports (DPPs)
AI-enabled compliance
AI assistants
Active exoskeletons
EHS software: graph databases
Safety competency management systems and tools
Digital mental health technology (DMHT)
Predictive emissions monitoring systems (PEMS)
Autonomous mobile robot (AMR) technology
Video analytics for ergonomics
Control of work software
Augmented reality (AR)
Connected safety platforms
Wearable vital sign monitors
Lone worker solutions
Augmented reality (AR)/virtual reality (VR) training
Smart video safety training software
Chemical management software
EHS technologies in Phase 3: Growth
Product compliance software
Passive exoskeletons
Carbon management software
Fleet safety technology
IoT-based environmental monitoring
Wearable hazard sensors
Proximity sensors
Video analytics for risk monitoring
Critical event management (CEM) solutions
Unmanned aerial vehicle (UAV) solutions
Contractor management platforms
Sustainability software
EHS technologies in Phase 4: Maturity
Quality management software (QMS)
Online SDS databases
Continuous emissions monitoring systems (CEMS)
EHS regulatory databases
EHS mobile apps
Process safety management (PSM) software
Digital training
EHS software: cloud
Digital permits to work
EHS technologies in Phase 5: Decline
Internal databases
Figure 2. Tech roadmap for EHS technologies
About the Authors

Moses Makin
Industry Analyst
Moses is an Industry Analyst specializing in contractor management and the application of AI to safety management. He advises technology vendors and practitioners on real-worl...

Bill Pennington
VP Research
Bill is VP Research at Verdantix, where he leads analysis on the evolving and interconnected landscapes of EHS, quality, AI and enterprise risk management. His research helps ...



