The organisations leading on climate commitments are not those with the largest sustainability teams — they are those deploying AI to process the volume of operational, supply chain, and third-party emissions data that turns climate strategy from aspiration to measured, reportable progress.
Six AI climate tech workflows
Carbon Accounting
Automates Scope 1, 2, and 3 emissions data collection from operations, energy consumption, supply chain, and business travel — maintaining the audit-ready carbon inventory that climate disclosure frameworks require. ↓65% carbon accounting preparation time and ↑90% data coverage from AI-automated emissions data collection versus manual spreadsheet-based accounting with incomplete Scope 3 coverage.
Energy Optimisation
Analyses energy consumption patterns across facilities and operations — identifying reduction opportunities, optimising equipment scheduling, and modelling the ROI of energy efficiency investments and renewable energy procurement. ↓25% energy cost and ↓30% energy-related emissions from AI-optimised energy management versus reactive energy management on historical billing data.
ESG Reporting Automation
Automates ESG report generation — aggregating performance data, populating GRI, SASB, TCFD, and CSRD frameworks, and producing the stakeholder-ready sustainability disclosures that investor relations and regulatory compliance require. ↓70% ESG reporting preparation time from AI-automated data aggregation and framework mapping versus manual analyst-hours spent compiling disclosures.
Emissions Reduction Modelling
Models emissions reduction pathways — simulating the impact of different decarbonisation actions, comparing abatement costs, and generating the science-based target alignment analysis that sustainability strategy decisions require. Enables sustainability teams to prioritise high-impact, cost-effective reduction actions from the universe of available interventions.
Climate Risk Assessment
Assesses physical and transition climate risk across asset portfolios — modelling exposure to extreme weather, regulatory carbon pricing, stranded asset risk, and supply chain climate disruption. Enables risk-adjusted capital allocation decisions and climate scenario planning aligned with TCFD recommendations and investor expectations.
Supply Chain Sustainability
Monitors supplier emissions, ESG performance, and sustainability certification compliance — giving procurement teams the visibility to make supplier selection and engagement decisions that reduce Scope 3 emissions and supply chain ESG risk. ↓40% supply chain Scope 3 data collection time from AI-automated supplier sustainability data gathering and verification.