Global AI Carbon Footprint Management Market 2025-2029

Description

List of Tables

The ai carbon footprint management market is forecasted to grow by USD 4,071.4 mn during 2024-2029, accelerating at a CAGR of 23.6% during the forecast period. The report on the ai carbon footprint management market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by intensifying regulatory pressure and mandatory disclosures, escalating stakeholder pressure and integration of esg, and convergence of economic imperative and technological maturity.

Market Scope
Base Year	2025
End Year	2029
Series Year	2025-2029
Growth Momentum	Accelerate
YOY 2025	19.1%
CAGR	23.6%
Incremental Value	$4,071.4 mn

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market size data, segment with regional analysis and vendor landscape in addition to an analysis of the key companies. Reports have historic and forecast data.

Technavio's ai carbon footprint management market is segmented as below:

By Deployment

Cloud-based
On-premises

By Type

Carbon accounting and measurement
Scope 1/2/3 emissions tracking
Real-time data analytics
AI-driven forecasting

By End-user

Energy and utilities
Manufacturing
Transportation and logistics

By Geographical Landscape

North America
Europe
APAC
South America
Middle East and Africa

This study identifies the emergence of generative ai as strategic co-pilot for decarbonization as one of the prime reasons driving the ai carbon footprint management market growth during the next few years. Also, hyper-granularity and shift to product-level and asset-level carbon footprinting and convergence of carbon and financial accounting into integrated esg platforms will lead to sizable demand in the market.

The report on the ai carbon footprint management market covers the following areas:

AI Carbon Footprint Management Market sizing
AI Carbon Footprint Management Market forecast
AI Carbon Footprint Management Market industry analysis

The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading ai carbon footprint management market vendors that include AiDash Inc., Amazon.com Inc., Boomitra, CarbonChain.io Ltd., CarbonCloud, Carbonstop Technology Co. Ltd., Climatiq Technologies GmbH, CO2 AI, ENGIE SA, Greenly, International Business Machines Corp., Normative AB, OCELL GmbH, Persefoni AI Inc., Salesforce Inc., SAP SE, Schneider Electric SE, SINAI, Sweep, and Watershed Technology Inc.. Also, the ai carbon footprint management market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive primary and secondary research. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast accurate market growth.

Product Code: IRTNTR80672

1 Executive Summary

1.1 Market overview
- Executive Summary - Chart on Market Overview
- Executive Summary - Data Table on Market Overview
- Executive Summary - Chart on Global Market Characteristics
- Executive Summary - Chart on Market By Geographical Landscape
- Executive Summary - Chart on Market Segmentation by Deployment
- Executive Summary - Chart on Market Segmentation by Type
- Executive Summary - Chart on Market Segmentation by End-user
- Executive Summary - Chart on Incremental Growth
- Executive Summary - Data Table on Incremental Growth
- Executive Summary - Chart on Company Market Positioning

2 Technavio Analysis

2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
2.2 Criticality of inputs and Factors of differentiation
- Overview on criticality of inputs and factors of differentiation
2.3 Factors of disruption
- Overview on factors of disruption
2.4 Impact of drivers and challenges
- Impact of drivers and challenges in 2024 and 2029

3 Market Landscape

3.1 Market ecosystem
- Parent Market
- Data Table on - Parent Market
3.2 Market characteristics
- Market characteristics analysis
3.3 Value chain analysis
- Value chain analysis

4 Market Sizing

4.1 Market definition
- Offerings of companies included in the market definition
4.2 Market segment analysis
- Market segments
4.3 Market size 2024
4.4 Market outlook: Forecast for 2024-2029
- Chart on Global - Market size and forecast 2024-2029 ($ million)
- Data Table on Global - Market size and forecast 2024-2029 ($ million)
- Chart on Global Market: Year-over-year growth 2024-2029 (%)
- Data Table on Global Market: Year-over-year growth 2024-2029 (%)

5 Historic Market Size

5.1 Global AI Carbon Footprint Management Market 2019 - 2023
- Historic Market Size - Data Table on Global AI Carbon Footprint Management Market 2019 - 2023 ($ million)
5.2 Deployment segment analysis 2019 - 2023
- Historic Market Size - Deployment Segment 2019 - 2023 ($ million)
5.3 Type segment analysis 2019 - 2023
- Historic Market Size - Type Segment 2019 - 2023 ($ million)
5.4 End-user segment analysis 2019 - 2023
- Historic Market Size - End-user Segment 2019 - 2023 ($ million)
5.5 Geography segment analysis 2019 - 2023
- Historic Market Size - Geography Segment 2019 - 2023 ($ million)
5.6 Country segment analysis 2019 - 2023
- Historic Market Size - Country Segment 2019 - 2023 ($ million)

6 Five Forces Analysis

6.1 Five forces summary
- Five forces analysis - Comparison between 2024 and 2029
6.2 Bargaining power of buyers
- Bargaining power of buyers - Impact of key factors 2024 and 2029
6.3 Bargaining power of suppliers
- Bargaining power of suppliers - Impact of key factors in 2024 and 2029
6.4 Threat of new entrants
- Threat of new entrants - Impact of key factors in 2024 and 2029
6.5 Threat of substitutes
- Threat of substitutes - Impact of key factors in 2024 and 2029
6.6 Threat of rivalry
- Threat of rivalry - Impact of key factors in 2024 and 2029
6.7 Market condition
- Chart on Market condition - Five forces 2024 and 2029

7 Market Segmentation by Deployment

7.1 Market segments
- Chart on Deployment - Market share 2024-2029 (%)
- Data Table on Deployment - Market share 2024-2029 (%)
7.2 Comparison by Deployment
- Chart on Comparison by Deployment
- Data Table on Comparison by Deployment
7.3 Cloud-based - Market size and forecast 2024-2029
- Chart on Cloud-based - Market size and forecast 2024-2029 ($ million)
- Data Table on Cloud-based - Market size and forecast 2024-2029 ($ million)
- Chart on Cloud-based - Year-over-year growth 2024-2029 (%)
- Data Table on Cloud-based - Year-over-year growth 2024-2029 (%)
7.4 On-premises - Market size and forecast 2024-2029
- Chart on On-premises - Market size and forecast 2024-2029 ($ million)
- Data Table on On-premises - Market size and forecast 2024-2029 ($ million)
- Chart on On-premises - Year-over-year growth 2024-2029 (%)
- Data Table on On-premises - Year-over-year growth 2024-2029 (%)
7.5 Market opportunity by Deployment
- Market opportunity by Deployment ($ million)
- Data Table on Market opportunity by Deployment ($ million)

8 Market Segmentation by Type

8.1 Market segments
- Chart on Type - Market share 2024-2029 (%)
- Data Table on Type - Market share 2024-2029 (%)
8.2 Comparison by Type
- Chart on Comparison by Type
- Data Table on Comparison by Type
8.3 Carbon accounting and measurement - Market size and forecast 2024-2029
- Chart on Carbon accounting and measurement - Market size and forecast 2024-2029 ($ million)
- Data Table on Carbon accounting and measurement - Market size and forecast 2024-2029 ($ million)
- Chart on Carbon accounting and measurement - Year-over-year growth 2024-2029 (%)
- Data Table on Carbon accounting and measurement - Year-over-year growth 2024-2029 (%)
8.4 Scope 1/2/3 emissions tracking - Market size and forecast 2024-2029
- Chart on Scope 1/2/3 emissions tracking - Market size and forecast 2024-2029 ($ million)
- Data Table on Scope 1/2/3 emissions tracking - Market size and forecast 2024-2029 ($ million)
- Chart on Scope 1/2/3 emissions tracking - Year-over-year growth 2024-2029 (%)
- Data Table on Scope 1/2/3 emissions tracking - Year-over-year growth 2024-2029 (%)
8.5 Real-time data analytics - Market size and forecast 2024-2029
- Chart on Real-time data analytics - Market size and forecast 2024-2029 ($ million)
- Data Table on Real-time data analytics - Market size and forecast 2024-2029 ($ million)
- Chart on Real-time data analytics - Year-over-year growth 2024-2029 (%)
- Data Table on Real-time data analytics - Year-over-year growth 2024-2029 (%)
8.6 AI-driven forecasting - Market size and forecast 2024-2029
- Chart on AI-driven forecasting - Market size and forecast 2024-2029 ($ million)
- Data Table on AI-driven forecasting - Market size and forecast 2024-2029 ($ million)
- Chart on AI-driven forecasting - Year-over-year growth 2024-2029 (%)
- Data Table on AI-driven forecasting - Year-over-year growth 2024-2029 (%)
8.7 Market opportunity by Type
- Market opportunity by Type ($ million)
- Data Table on Market opportunity by Type ($ million)

9 Market Segmentation by End-user

9.1 Market segments
- Chart on End-user - Market share 2024-2029 (%)
- Data Table on End-user - Market share 2024-2029 (%)
9.2 Comparison by End-user
- Chart on Comparison by End-user
- Data Table on Comparison by End-user
9.3 Energy and utilities - Market size and forecast 2024-2029
- Chart on Energy and utilities - Market size and forecast 2024-2029 ($ million)
- Data Table on Energy and utilities - Market size and forecast 2024-2029 ($ million)
- Chart on Energy and utilities - Year-over-year growth 2024-2029 (%)
- Data Table on Energy and utilities - Year-over-year growth 2024-2029 (%)
9.4 Manufacturing - Market size and forecast 2024-2029
- Chart on Manufacturing - Market size and forecast 2024-2029 ($ million)
- Data Table on Manufacturing - Market size and forecast 2024-2029 ($ million)
- Chart on Manufacturing - Year-over-year growth 2024-2029 (%)
- Data Table on Manufacturing - Year-over-year growth 2024-2029 (%)
9.5 Transportation and logistics - Market size and forecast 2024-2029
- Chart on Transportation and logistics - Market size and forecast 2024-2029 ($ million)
- Data Table on Transportation and logistics - Market size and forecast 2024-2029 ($ million)
- Chart on Transportation and logistics - Year-over-year growth 2024-2029 (%)
- Data Table on Transportation and logistics - Year-over-year growth 2024-2029 (%)
9.6 Market opportunity by End-user
- Market opportunity by End-user ($ million)
- Data Table on Market opportunity by End-user ($ million)

10 Customer Landscape

10.1 Customer landscape overview
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

11 Geographic Landscape

11.1 Geographic segmentation
- Chart on Market share By Geographical Landscape 2024-2029 (%)
- Data Table on Market share By Geographical Landscape 2024-2029 (%)
11.2 Geographic comparison
- Chart on Geographic comparison
- Data Table on Geographic comparison
11.3 North America - Market size and forecast 2024-2029
- Chart on North America - Market size and forecast 2024-2029 ($ million)
- Data Table on North America - Market size and forecast 2024-2029 ($ million)
- Chart on North America - Year-over-year growth 2024-2029 (%)
- Data Table on North America - Year-over-year growth 2024-2029 (%)
11.4 Europe - Market size and forecast 2024-2029
- Chart on Europe - Market size and forecast 2024-2029 ($ million)
- Data Table on Europe - Market size and forecast 2024-2029 ($ million)
- Chart on Europe - Year-over-year growth 2024-2029 (%)
- Data Table on Europe - Year-over-year growth 2024-2029 (%)
11.5 APAC - Market size and forecast 2024-2029
- Chart on APAC - Market size and forecast 2024-2029 ($ million)
- Data Table on APAC - Market size and forecast 2024-2029 ($ million)
- Chart on APAC - Year-over-year growth 2024-2029 (%)
- Data Table on APAC - Year-over-year growth 2024-2029 (%)
11.6 South America - Market size and forecast 2024-2029
- Chart on South America - Market size and forecast 2024-2029 ($ million)
- Data Table on South America - Market size and forecast 2024-2029 ($ million)
- Chart on South America - Year-over-year growth 2024-2029 (%)
- Data Table on South America - Year-over-year growth 2024-2029 (%)
11.7 Middle East and Africa - Market size and forecast 2024-2029
- Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
- Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
- Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
- Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
11.8 US - Market size and forecast 2024-2029
- Chart on US - Market size and forecast 2024-2029 ($ million)
- Data Table on US - Market size and forecast 2024-2029 ($ million)
- Chart on US - Year-over-year growth 2024-2029 (%)
- Data Table on US - Year-over-year growth 2024-2029 (%)
11.9 Canada - Market size and forecast 2024-2029
- Chart on Canada - Market size and forecast 2024-2029 ($ million)
- Data Table on Canada - Market size and forecast 2024-2029 ($ million)
- Chart on Canada - Year-over-year growth 2024-2029 (%)
- Data Table on Canada - Year-over-year growth 2024-2029 (%)
11.10 China - Market size and forecast 2024-2029
- Chart on China - Market size and forecast 2024-2029 ($ million)
- Data Table on China - Market size and forecast 2024-2029 ($ million)
- Chart on China - Year-over-year growth 2024-2029 (%)
- Data Table on China - Year-over-year growth 2024-2029 (%)
11.11 Germany - Market size and forecast 2024-2029
- Chart on Germany - Market size and forecast 2024-2029 ($ million)
- Data Table on Germany - Market size and forecast 2024-2029 ($ million)
- Chart on Germany - Year-over-year growth 2024-2029 (%)
- Data Table on Germany - Year-over-year growth 2024-2029 (%)
11.12 UK - Market size and forecast 2024-2029
- Chart on UK - Market size and forecast 2024-2029 ($ million)
- Data Table on UK - Market size and forecast 2024-2029 ($ million)
- Chart on UK - Year-over-year growth 2024-2029 (%)
- Data Table on UK - Year-over-year growth 2024-2029 (%)
11.13 Mexico - Market size and forecast 2024-2029
- Chart on Mexico - Market size and forecast 2024-2029 ($ million)
- Data Table on Mexico - Market size and forecast 2024-2029 ($ million)
- Chart on Mexico - Year-over-year growth 2024-2029 (%)
- Data Table on Mexico - Year-over-year growth 2024-2029 (%)
11.14 France - Market size and forecast 2024-2029
- Chart on France - Market size and forecast 2024-2029 ($ million)
- Data Table on France - Market size and forecast 2024-2029 ($ million)
- Chart on France - Year-over-year growth 2024-2029 (%)
- Data Table on France - Year-over-year growth 2024-2029 (%)
11.15 Japan - Market size and forecast 2024-2029
- Chart on Japan - Market size and forecast 2024-2029 ($ million)
- Data Table on Japan - Market size and forecast 2024-2029 ($ million)
- Chart on Japan - Year-over-year growth 2024-2029 (%)
- Data Table on Japan - Year-over-year growth 2024-2029 (%)
11.16 Italy - Market size and forecast 2024-2029
- Chart on Italy - Market size and forecast 2024-2029 ($ million)
- Data Table on Italy - Market size and forecast 2024-2029 ($ million)
- Chart on Italy - Year-over-year growth 2024-2029 (%)
- Data Table on Italy - Year-over-year growth 2024-2029 (%)
11.17 India - Market size and forecast 2024-2029
- Chart on India - Market size and forecast 2024-2029 ($ million)
- Data Table on India - Market size and forecast 2024-2029 ($ million)
- Chart on India - Year-over-year growth 2024-2029 (%)
- Data Table on India - Year-over-year growth 2024-2029 (%)
11.18 Market opportunity By Geographical Landscape
- Market opportunity By Geographical Landscape ($ million)
- Data Tables on Market opportunity By Geographical Landscape ($ million)

12 Drivers, Challenges, and Opportunity/Restraints

12.1 Market drivers
12.2 Market challenges
12.3 Impact of drivers and challenges
- Impact of drivers and challenges in 2024 and 2029
12.4 Market opportunities/restraints

13 Competitive Landscape

13.1 Overview
13.2 Competitive Landscape
- Overview on criticality of inputs and factors of differentiation
13.3 Landscape disruption
- Overview on factors of disruption
13.4 Industry risks
- Impact of key risks on business

14 Competitive Analysis

14.1 Companies profiled
- Companies covered
14.2 Company ranking index
- Company ranking index
14.3 Market positioning of companies
- Matrix on companies position and classification
14.4 AiDash Inc.
- AiDash Inc. - Overview
- AiDash Inc. - Product / Service
- AiDash Inc. - Key offerings
- SWOT
14.5 Amazon.com Inc.
- Amazon.com Inc. - Overview
- Amazon.com Inc. - Business segments
- Amazon.com Inc. - Key news
- Amazon.com Inc. - Key offerings
- Amazon.com Inc. - Segment focus
- SWOT
14.6 Boomitra
- Boomitra - Overview
- Boomitra - Product / Service
- Boomitra - Key offerings
- SWOT
14.7 CarbonChain.io Ltd.
- CarbonChain.io Ltd. - Overview
- CarbonChain.io Ltd. - Product / Service
- CarbonChain.io Ltd. - Key offerings
- SWOT
14.8 CarbonCloud
- CarbonCloud - Overview
- CarbonCloud - Product / Service
- CarbonCloud - Key offerings
- SWOT
14.9 Climatiq Technologies GmbH
- Climatiq Technologies GmbH - Overview
- Climatiq Technologies GmbH - Product / Service
- Climatiq Technologies GmbH - Key offerings
- SWOT
14.10 CO2 AI
- CO2 AI - Overview
- CO2 AI - Product / Service
- CO2 AI - Key offerings
- SWOT
14.11 ENGIE SA
- ENGIE SA - Overview
- ENGIE SA - Business segments
- ENGIE SA - Key offerings
- ENGIE SA - Segment focus
- SWOT
14.12 International Business Machines Corp.
- International Business Machines Corp. - Overview
- International Business Machines Corp. - Business segments
- International Business Machines Corp. - Key news
- International Business Machines Corp. - Key offerings
- International Business Machines Corp. - Segment focus
- SWOT
14.13 Persefoni AI Inc.
- Persefoni AI Inc. - Overview
- Persefoni AI Inc. - Product / Service
- Persefoni AI Inc. - Key offerings
- SWOT
14.14 Salesforce Inc.
- Salesforce Inc. - Overview
- Salesforce Inc. - Product / Service
- Salesforce Inc. - Key news
- Salesforce Inc. - Key offerings
- SWOT
14.15 SAP SE
- SAP SE - Overview
- SAP SE - Business segments
- SAP SE - Key news
- SAP SE - Key offerings
- SAP SE - Segment focus
- SWOT
14.16 Schneider Electric SE
- Schneider Electric SE - Overview
- Schneider Electric SE - Business segments
- Schneider Electric SE - Key news
- Schneider Electric SE - Key offerings
- Schneider Electric SE - Segment focus
- SWOT
14.17 SINAI
- SINAI - Overview
- SINAI - Product / Service
- SINAI - Key offerings
- SWOT
14.18 Watershed Technology Inc.
- Watershed Technology Inc. - Overview
- Watershed Technology Inc. - Product / Service
- Watershed Technology Inc. - Key offerings
- SWOT

15 Appendix

15.1 Scope of the report
15.2 Inclusions and exclusions checklist
- Inclusions checklist
- Exclusions checklist
15.3 Currency conversion rates for US$
- Currency conversion rates for US$
15.4 Research methodology
- Research methodology
15.5 Data procurement
- Information sources
15.6 Data validation
- Data validation
15.7 Validation techniques employed for market sizing
- Validation techniques employed for market sizing
15.8 Data synthesis
- Data synthesis
15.9 360 degree market analysis
- 360 degree market analysis
15.10 List of abbreviations
- List of abbreviations