Vision, monitoring and inspection
Monitor environmental conditions
- 1Precip
- 2AuroraPixxel
- 3Forest Monitoring PlatformMap My Crop
Industry
AI products with direct evidence of use in climate and environment, mapped to the tasks they do and ranked where enough companies compete.
37 products23 companies16 tasks2 rankingsUpdated Oct 20, 2026
Vision, monitoring and inspection
Data, analytics and decisions
37 products
Modular platform delivering AI-powered tools for sustainability and compliance, including climate analytics, ESG risk, regulatory reporting, and impact assessment.
#1 in Analyze dataGenerate reports
Hyper-local AI weather observation platform for monitoring rainfall accumulation at any location without physical gauges, with rainfall notifications, multi-location…
Cloud-native Earth Observation Studio for no-code satellite data analysis, AI-powered insights, and workflow management.
#2 in Monitor environmental conditionsAnalyze data
Scope 3 emissions analysis, carbon reduction planning, and environmental outcome tracking with audit-ready reporting aligned to GHG Protocol, CSRD, CDP, and TCFD.
#2 in Analyze dataGenerate reports
Forest Monitoring Software utilizing satellite imagery, AI, and other data sources to track the health and changes occurring within forests over time.
Microsoft Word product for drafting report sections, answering questions from source documents, and checking writing against those sources.
Draft documentsVerify claims
Extra-financial intelligence management for companies, including AI-driven data collection and reporting workflows, ESG risk scores, sustainability benchmarking against…
Generate reportsMonitor new evidence
Reduce emissions with real-time monitoring, sustainability insights, and AI-powered analytics for environmental compliance.
Monitor environmental conditionsAnalyze data
Agentic AI platform for plant operators that provides vision-based real-time stream characterization, actionable recommendations, and equipment automation through a chat…
Operate machineryRecommend next actions
Compact high-speed robotic sorting cell with a 3x3 ft footprint, 90%+ typical pick success, 24/7 remote operation, and no retrofits required.
Sort itemsPick items
AI-accelerated platform to collect, measure, author, and file CSRD reports with data lineage, controls, 150+ automated ESRS checks, and data mapping to CDP, TCFD, and…
Generate reportsMonitor compliance
Detect water, gas, and energy use anomalies early to reduce consumption, lower costs, and keep operations running smoothly.
Detect data anomalies
AI-enabled, end-to-end enterprise management solution for waste and recycling operations.
Optimize routes
Fully automated, intelligent MRF (Materials Recovery Facility) delivering zero-manual-labor Smart Sortation at scale.
Sort items
Web-based service that drafts full-length Phase I ESA reports from uploaded source documents for environmental-professional review and refinement.
Draft documents
Monitor and visualize real-time consumption and emissions at both site and organizational levels.
Optimize energy use
Make carbon roadmaps actionable, auditable, and embedded in daily operations.
Analyze data
End-to-end Phase I ESA workflow that automates data collection, AI-analyzed findings, draft report generation in the firm's template, and EP review with source-linked…
Draft documents
AI scheduling platform that connects to job systems and telematics to automatically schedule routes for drivers, factoring in travel times, skip sizes, driver schedules…
Optimize routes