Popular Environmental AI tools

17 category leaders in Environmental, selected from the full directory.

Watershed

  • Enterprise GHG inventories and reduction planning in one place.
  • Scope 1-3 with supplier data collection and workflows.
  • Library of 2.3M emission factors and benchmarks.
  • Used by about 800 companies; Forrester-named leader.

Sylvera

  • Ratings and analytics for forest and removal carbon credits.
  • Remote sensing and ML score project quality before you buy.
  • Data products for procurement, trading, and risk teams.
  • Focus on credit integrity, not generic offset marketplaces.

Persefoni

  • Finance-grade carbon accounting for large enterprises.
  • Automates emissions data for disclosure and investor requests.
  • TCFD- and PCAF-style reporting for banks and corporates.
  • Cuts spreadsheet sprawl across sites and business units.

CO2

  • Carbon accounting and supplier engagement for large enterprises.
  • Scope 1-3 modeling with broad emission-factor libraries.
  • Simulators, roadmaps, and footprint tools for reduction planning.
  • Aligns with GHG Protocol, CSRD, TCFD, and related reporting norms.

Isometric

  • AI certification for carbon removal and industrial claims.
  • Certify checks every data point with independent verifiers.
  • 16M+ tonnes of carbon removal contracted.
  • Backed by ICE; trusted by Microsoft and JPMorgan Chase.

Kayrros

  • Geospatial AI for energy and environmental intelligence.
  • Methane Watch, wildfire risk, and deforestation tracking.
  • Used by operators, investors, insurers, and regulators.
  • Acquisition by Energy Aspects completed in 2026.

Jupiter Intelligence

  • Physical climate risk analytics for assets.
  • Flood, heat, wind, and wildfire scenario modeling.
  • Used by banks and operators on climate resilience.
  • Asset- and portfolio-level data for disclosure.

Climate TRACE

  • AI and remote-sensing global GHG emissions inventory.
  • Tracks emissions from 745 million sources worldwide.
  • Covers 3 greenhouse gases and 8 air pollutants.
  • Free open data, plume maps, and reduction estimates.

Clarity

  • AI-native ESG and sustainability intelligence.
  • Climate, ESG, impact, and regulatory data in one platform.
  • Covers 98K issuers, 2.3M private companies, 450K+ funds.
  • Used by asset managers, banks, and wealth managers.

WattTime

  • AI for marginal grid electricity emissions.
  • APIs that shift load to cleaner grid moments.
  • Built for EVs, thermostats, batteries, and water heaters.
  • Nonprofit offering data and technical assistance.

Satelligence

  • Satellite AI for deforestation and sourcing risk.
  • EUDR compliance monitoring for commodity supply chains.
  • Tracks DCF and NDPE commitments for buyers and traders.
  • Supports Scope 3 land-use emissions reduction.

Greenly

  • AI agents automate carbon data ingestion and factor matching.
  • Corporate footprints, product LCA, and ESG disclosure.
  • Merged with Normative; 4,000 customers in 30+ countries.
  • Manages 500M tonnes of CO2 across its customer base.

RiskThinking

  • AI climate physical and adaptation risk analytics.
  • CDTexpress climate digital twin plugs into bank ERM.
  • VELO covers 14,000 companies and 7M material assets.
  • Used by banks, insurers, and asset managers.

One Concern

  • AI resilience analytics for climate and infrastructure risk.
  • Models downtime and business interruption exposure.
  • Serves capital markets, insurers, and real estate.
  • Strategic partnership with Swiss Re.

Orbio Earth

  • Satellite AI that finds and quantifies methane plumes.
  • Facility-level oil and gas emissions, not factor estimates.
  • Supports operators and investors on methane mitigation.
  • Stanford-validated detection for risk and compliance.

CTrees

  • AI and remote sensing to track every tree on Earth.
  • Forest carbon, land-use, and biodiversity datasets.
  • Jurisdictional REDD+ data solution launched in 2026.
  • Open data for policy, finance, and credit integrity.

Global Fishing Watch

  • ML maps industrial fishing and vessel activity at sea.
  • Open satellite and AIS-based ocean transparency data.
  • Map, Vessel Viewer, Marine Manager, and public APIs.
  • Used by governments, NGOs, and researchers worldwide.