Ranking December 2025
Emissions management

The RankmyAI Emissions Management Ranking presents the top 25 AI tools from our Overall ranking focusing on emissions management.

 

AI tools for emissions management assist organizations in monitoring, measuring, and reducing greenhouse gas emissions. These tools often integrate with sensors, IoT devices, and data management platforms to track emissions across operations, supply chains, and assets. They use machine learning models to identify trends, forecast future emissions, and support compliance with regulatory standards or sustainability goals. Common use cases include carbon accounting, energy optimization, and environmental reporting in sectors such as manufacturing, transportation, and energy production.

 

The green up and red down arrows indicate how many positions a tool has increased or decreased compared to the previous month's ranking. A grey dash means the tool's position has remained unchanged.

Top 25 out of
71
1
Impossible Foods Impossible Foods creates plant-based meat products—beef, sausage, chicken, steak bites, meatballs, hot dogs, and more—that mimic the taste and texture of animal meat. The company focuses on nutrition, sustainability, and animal welfare, offering products for home cooking and foodservice. Their website features recipes, nutrition facts, FAQs, and a locator to find products in stores and restaurants.
unknown
United States
2
Indigo Indigo Ag provides biological crop treatments, an on-farm seed treatment system (CLIPS), and sustainability programs that measure and verify soil carbon improvements. Through its Carbon and Source offerings, Indigo connects farmers with companies seeking to reduce Scope 3 emissions, conserve water, and build resilient supply chains. The platform delivers measurable, compliant results for growers, agribusiness partners, and credit buyers.
unknown
United States
3
Kpler Kpler is a trade intelligence platform delivering real-time data and analytics across commodities, maritime, and power markets. It blends the world’s largest AIS network with market fundamentals to provide ship and container tracking, supply–demand balances, inventory and price analytics, emissions and energy transition insights, and forecasting tools. Teams use Kpler to plan trades, optimize logistics, assess risk, and make faster, data-backed decisions via web platforms and APIs.
unknown
Belgium
4
Formlabs
unknown
United States
+2
5
Pivot Bio Pivot Bio develops and commercializes purpose-built microbial nitrogen products that fix atmospheric nitrogen at the root zone, providing crops with steady, predictable nutrition while reducing dependence on synthetic fertilizers. Their product lines, including PROVEN and RETURN, target corn, wheat, cotton, sorghum, and other small grains. The NOVATOR program rewards farmers for adopting microbial nitrogen with payments tied to reduced on-farm emissions.
unknown
United States
-1
6
Ÿnsect Ÿnsect produces premium insect-based ingredients from mealworms for animal feed, pet food, human food, and plant nutrition. Leveraging vertical farms powered by robotics, computer vision, and AI, the company delivers high-protein, nutrient-rich products and sustainable fertilizers that lower environmental impact across the food chain.
unknown
France
-1
7
Nature's Fynd Natures Fynd is a food technology company making fungi-powered foods using its Fy protein, a complete vegan protein grown via fermentation. Its products include Meatless Fy Breakfast Patties, Veg Bites, and dairy-free yogurt options, offering nutritious, sustainable alternatives for consumers and foodservice.
unknown
United States
8
Inscripta, Inc. Manus (formerly Inscripta) is focused on scaling biology to replace fossil-based ingredients, materials, and products. The company aims to deliver the benefits of biomanufacturing today, helping build resilient and sustainable supply chains through breakthrough bioalternatives.
unknown
United States
+11
9
Lygos Lygos develops sustainable, next-generation specialty chemicals—including Soltellus—for markets such as agronomy, home care, hygiene, personal care, and water treatment. Their materials aim to improve product performance, reduce costs, and deliver measurable, scalable value without tradeoffs in sustainability.
unknown
United States
10
Puris PURIS supplies clean-label, plant-based ingredients—led by pea protein and non-GMO soy—grown and processed in the U.S. The company partners with growers through seed programs and regenerative agriculture to deliver high-protein, functional ingredients for beverages, dairy alternatives, snacks, cereals, and alternative meats. PURIS supports brands with scalable, sustainable supply and application-ready formats like textured and extruded proteins, pea starch, and syrups.
unknown
United States
-2
11
Wildtype Wildtype produces sushi-grade cultivated salmon—clean, delicious seafood made without the sea. By growing salmon cells in controlled bioreactors with precise nutrients, Wildtype delivers the taste and nutrition of salmon while minimizing contaminants and easing pressure on ocean ecosystems. The company invites consumers to sign up for early access to tastings and events.
unknown
United States
12
Kayrros Kayrros offers independent environmental intelligence through satellite-based technology and proprietary algorithms, enabling informed energy and environmental decisions globally.
unknown
France
13
Agreena Agreena provides an end to end platform that supports regenerative agriculture and corporate decarbonization using AI driven data analysis. It connects farmers and companies through verified carbon credits, supply chain solutions, and AI supported soil carbon measurement for ESG reporting.
paid
Denmark
-3
14
Calysta Calysta produces sustainable, land-free protein ingredients for aquaculture, livestock, pet food, and human food using a patented cellular agriculture fermentation platform. Its FeedKind product family—including FeedKind, FeedKind Pet, FeedKind Net Zero, and Positive Protein—offers scalable protein sourced without arable land, plants, or animal inputs, helping preserve biodiversity and improve water, energy, and food security. Production is scaling globally through partnerships such as Calysseo, with thousands of tonnes manufactured annually.
unknown
United States
15
GoComet GoComet offers a robust AI-powered transportation platform, delivering real-time visibility and efficiency in supply chain management. Its solutions optimize freight procurement and tracking, enhancing customer satisfaction and reducing costs.
freemium
United States
16
Modern Meadow Modern Meadow develops BIOVERA and INNOVERA, next-generation leather alternatives made from plant-based proteins and upcycled materials. Their nature-inspired protein platform enables high-performance, sustainable biomaterials that seamlessly integrate into existing manufacturing, empowering brands in fashion, footwear, outdoor, and automotive to launch durable, beautiful, lower-emission products.
unknown
United States
-3
17
Geltor Geltor is a biotechnology company biodesigning next-generation, animal-free proteins for beauty, nutrition, and life sciences. Its Biodesigner AI platform rapidly identifies and engineers bespoke polypeptides and proteins, bringing novel, scalable ingredients like HumaColl, Elastapure, Collume, Caviance, and PrimaColl to market.
unknown
United States
+5
18
Climatiq Climatiq offers an embedded carbon intelligence solution enabling automation of greenhouse gas emission calculations. The tool leverages a comprehensive dataset of emission factors and integrates seamlessly with software platforms for real-time carbon insights.
freemium
Germany
-1
19
Regrow Regrow is an AI-powered climate action platform for agriculture that enables companies to baseline, plan, execute, and report regenerative agriculture programs. It provides Scope 3 emissions insights, identifies high-ROI interventions, streamlines grower enrollment, and verifies outcomes through flexible MRV validated by leading carbon registries. The platform supports audit-ready reporting to SBTi, CSRD, and CDP while delivering primary, remote-sensing-derived data across global supply sheds.
unknown
United States
-3
20
Mast Reforestation Mast Reforestation is a post-wildfire restoration and carbon removal company in North America. It finances and accelerates reforestation by generating carbon removal credits via biomass burial, while operating the largest native seed bank in the western U.S. through Cal Forest Nurseries and Silvaseed. Mast provides end-to-end services—from seed collection and seedling production to site preparation and planting—helping landowners restore forests and enabling companies to procure near-term, verifiable carbon removal credits.
unknown
United States
21
Validere Technologies Validere is an enterprise intelligence platform for the energy industry that unifies asset, operational, measurement, and emissions data. It provides emissions reporting and forecasting, EAM, EHS compliance, and volumetric accounting with mobile-enabled workflows. The platform automates data ingestion, streamlines compliance across jurisdictions, and delivers actionable insights to reduce costs and improve operational outcomes. Advisory services help organizations deploy quickly and align strategies with regulatory and voluntary targets.
unknown
Canada
-3
22
CIBO Technologies CIBO provides a comprehensive SaaS platform for launching and scaling regenerative agriculture and conservation programs. It includes program management, baseline and scenario modeling, rigorous impact reporting, proprietary agricultural data via APIs, and program syndication through a nationwide Trusted Advisor Network. Organizations use CIBO to reduce costs, streamline deployment, and meet reporting and Scope-related goals while maximizing farmer participation via incentive stacking.
unknown
United States
-1
23
Circulor Circulor offers supply chain solutions, focusing on digital ID creation, material tracking, and emissions reporting, ensuring transparency and sustainability.
unknown
United Kingdom
24
Agrivida GRAINZYME, a platform by Agrivida, embeds beneficial feed enzymes such as phytase directly into corn kernels. By replacing a portion of conventional corn with GRAINZYME corn, livestock producers and feed formulators can deliver enzymes more naturally and efficiently, improving digestibility, feed conversion, and environmental outcomes. The approach reduces reliance on fermentation-based enzyme production and simplifies logistics from farm to feed mill. Initial products include GRAINZYME corn with phytase, with a pipeline of additional enzyme traits planned.
unknown
United States
+1
25
Arundo Analytics Arundo transforms industrial operations with AI-powered products to enhance data utilization, reduce emissions, and improve asset efficiency, providing energy optimization and predictive analytics integrated with existing systems.
paid
Norway
-1
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Disclaimer

The RankmyAI Emissions Management Ranking is derived from our Overall ranking, which measures the popularity of AI tools based on three key metrics: website traffic, reviews, and investments. The Overall ranking is calculated as the weighted average of the individual rankings for each of these metrics (for more details, see our Methodology page).

Not all AI tools in this ranking are exclusively focused on emissions management, as AI tools and companies often provide multiple services beyond this specific application. This ranking does not assess or indicate the quality, effectiveness, or reliability of the listed AI tools. It is solely based on popularity metrics and should not be interpreted as an endorsement or evaluation of their performance.

You are free to use and distribute our ranking, provided that RankmyAI is properly cited as the source (see our Copyright page).

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