Top 11 Environmental Impact Software and AI Tools (2026)

In today's world, businesses and organizations are increasingly focused on reducing their environmental footprint. To make that happen, many are turning to AI-powered software and tools to track, measure, and mitigate their environmental impact. These solutions give companies real-time data and insights, making it easier to manage sustainability efforts without relying on manual processes. Whether it's monitoring emissions, managing waste, or optimizing energy use, AI is making a significant difference in how environmental impact is measured and managed.

1. FlyPix AI

At FlyPix AI, we provide a geospatial analysis platform that uses artificial intelligence to analyze Earth’s surface through satellite and drone imagery. Our platform helps detect, identify, and analyze objects in geospatial images efficiently, making it possible for users to create AI models tailored to their specific needs. FlyPix AI allows businesses across multiple industries to monitor changes, identify anomalies, and manage large-scale geospatial data without the need for programming knowledge.

Our services are designed for industries such as construction, agriculture, renewable energy, and disaster management, helping them streamline their operations by providing real-time insights through advanced object detection. The platform supports various data types, including hyperspectral, lidar, and SAR imaging, while offering scalable solutions for both small and large datasets.

Pricing

Pricing in € EUR

StarterStorage 10 GB

€100/user/mo
50 Credits
~1 Gigapixels

Sign Up

Features Included:

• Analytics Dashboard Access
• Export vector layers
• Email support within 5 business days

StandardStorage 120 GB

€500/2 user/mo
500 + 100 Credits
~Up to 12 Gigapixels

Sign Up

Features Included:

• Access Multispectral data
• Map sharing capabilities
• Email support within 2 business days

ProStorage 600 GB

€2000/5 user/mo
2000 + 1000 Credits
~Up to 60 Gigapixels

Sign Up

Features Included:

• API access
• Team Management
• Email and chat with 1-hour response time

EnterpriseStorage Unlimited

Credits : Unlimited
User Seats: Unlimited

Sign Up

Features Included:

• API access
• Team Management
• Email and chat with 1-hour response time

Pricing Plans:

• Basic: The Basic plan is free and includes one user seat, 3GB of storage, and 10 credits. This plan provides limited support and access to the FlyPix AI models for basic analysis and AI model training.
• Starter: Priced at €50 per user per month, this plan offers 10GB of storage, 50 credits per month, and supports processing up to 1 gigapixel. It also includes access to the analytics dashboard and the ability to export vector layers. Support is limited to email responses within five business days.
• Standard: At €500 for two user seats per month, the Standard plan includes 120GB of storage, 500 credits with an additional 100 credits monthly, and supports processing of up to 12 gigapixels. Users have access to advanced features like multispectral data and map sharing, with email support available within two business days.
• Professional: For €2000 per month, the Professional plan supports up to five users and includes 600GB of storage, 2000 credits plus 1000 additional credits monthly, and processing of up to 60 gigapixels. This plan also offers advanced features such as API access, team management, and support via email and chat with a response time of one hour.
• Enterprise: The Enterprise plan offers custom solutions tailored to specific needs, with unlimited user seats, storage, and credits. This plan is designed for large-scale operations requiring extensive geospatial data processing and analysis.

Pros:

• No-code platform that allows easy creation and training of AI models.
• Supports a wide range of geospatial data sources.
• Scalable solutions for both small teams and large enterprises.

Cons:

• Advanced features and extensive storage require higher-tier plans, which may be costly for smaller operations.
• Limited support in lower-tier plans, potentially leading to slower issue resolution.

Contact and Social Media Information:

• Website: flypix.ai
• Address: Robert-Bosch-Str. 7, 64293 Darmstadt, Germany
• Contact Email: info@flypix.ai
• Phone Number: +49 6151 7076949
• LinkedIn: www.linkedin.com/company/flypix-ai

Tool	Category	Key Features	Target Audience	Unique Differentiator	Integrations
FlyPix AI	AI geospatial analysis and environmental monitoring	No-code AI model training; object detection and classification; change detection; measurement and counting; RGB, multispectral, hyperspectral, SAR and LiDAR support	Environmental teams, GIS analysts, agriculture, forestry, construction, energy and government organizations	Combines multi-sensor imagery analysis, no-code model training, monitoring and GIS export in one workspace	GIS and BI tools via API and vector-layer export
IBM Environmental Intelligence Suite / IBM Envizi	ESG, emissions and sustainability management	ESG data management; Scope 1–3 emissions accounting; ESG reporting; decarbonization planning; utility and meter analytics	Enterprises managing ESG reporting, emissions, energy, facilities and sustainability programs	Finance-grade ESG system of record with audit trails, automated data capture and emissions calculation	ERP systems; IoT and metering platforms; utility providers; supplier portals; Microsoft Power BI; IBM TRIRIGA; IBM Maximo; ENERGY STAR; NABERS
Google Earth Engine	Planetary-scale geospatial and environmental analysis	90+ PB geospatial catalog; satellite-image processing; Python/JavaScript APIs; large-scale raster analysis; cloud-based computation	Researchers, scientists, developers, NGOs, governments and organizations performing environmental or Earth-observation analysis	Combines a global public geospatial data catalog with planetary-scale cloud processing	Google Cloud BigQuery; Vertex AI; Google Maps Platform; ERDAS IMAGINE via LiveLink
Azure AI	Cloud AI and machine-learning platform	AI model deployment; generative AI; computer vision; language and speech services; AI agents and model evaluation	Developers, data scientists, enterprises and organizations building AI applications	Broad Azure ecosystem with APIs, managed AI services and enterprise deployment infrastructure	Power Apps; Power Automate; Logic Apps; Azure AI Search; Azure Storage; Azure Cosmos DB; Azure OpenAI; Application Insights; GitHub Actions; Azure DevOps; Microsoft Fabric
ClimateLens Monitor	AI climate-risk monitoring	1 km global spatial resolution; extreme-weather monitoring; climate-risk forecasts; crop and variety assessment; planting-window analysis	Agriculture, food companies, agribusiness and supply-chain teams	Combines AI with biophysical modeling for hyper-local climate-risk and agricultural decisions	LensConnect API; custom integrations with business systems
WattTime	Electricity emissions intelligence and decarbonization data	Real-time marginal emissions data; historical emissions data; 72-hour forecasts; CO2 and health-damage signals; emissions maps	Energy users, utilities, software developers, renewable-energy and decarbonization teams	API-based grid emissions signals covering 200+ countries and territories with 5-minute forecast updates	REST API; Python-based API access; direct integration into custom energy, scheduling and emissions applications
Climate TRACE	Global greenhouse-gas emissions tracking	Facility-level emissions data; satellite and remote-sensing analysis; downloadable datasets; emissions-reduction strategies; public API	Governments, companies, researchers, climate analysts and data scientists	Open global emissions inventory with facility-level data and programmatic access	Public API; Google BigQuery; Python climate-trace-tools package; downloadable CSV/GeoPackage datasets
See & Spray by John Deere	AI precision agriculture and targeted spraying	Camera-based weed detection; machine-learning classification; targeted herbicide application; variable-rate spraying; as-applied mapping	Farmers and agricultural operators using compatible John Deere sprayers	Combines machine vision with integrated sprayer hardware to selectively spray detected weeds	John Deere Operations Center; ExactApply nozzle-control technology; compatible John Deere sprayers
Open Climate Fix	Open-source AI for renewable-energy forecasting	Solar PV nowcasting; satellite-image analysis; machine-learning forecasting; open research code and datasets; operational forecasting APIs	Grid operators, energy researchers, renewable-energy organizations and developers	Open-source AI research focused on improving solar forecasting and renewable-grid integration	Operational forecast APIs; open-source code and datasets; satellite and weather-data workflows; specific third-party software integrations not specified
Sylvera	Carbon-market intelligence and geospatial carbon data	Carbon-credit ratings; market intelligence; project due diligence; biomass and canopy-height data; carbon-intensity assessment	Carbon-credit buyers, developers, investors, governments and compliance teams	Combines carbon-market intelligence with independent geospatial biomass and project-quality data	API access; Bloomberg; Carbonplace; Cloverly; Xpansiv; BlueLayer; Verra; Gold Standard; Puro; Isometric and other carbon-market data partners
Silo AI / AMD Silo AI	Enterprise AI research and development	Custom AI models; AI research; enterprise AI solutions; multilingual LLMs; model deployment optimized for AMD platforms	Enterprises, AI developers and organizations deploying AI on AMD infrastructure	Silo AI's AI research and engineering capabilities are integrated into AMD's AI organization and compute ecosystem	AMD compute platforms; AMD AI software ecosystem; open-source AI models and frameworks

2.  IBM Environmental Intelligence Suite

IBM Environmental Intelligence Suite is a software solution designed to help businesses manage and mitigate the impact of environmental changes. It provides real-time data and analytics related to weather and climate risks, using AI and geospatial intelligence to forecast potential disruptions. With the ability to integrate geospatial data and weather patterns, the platform enables companies to make informed decisions regarding their operations and sustainability efforts. It is particularly useful for industries such as energy, agriculture, and logistics that are significantly affected by weather and environmental conditions.

The suite offers features such as outage prediction, vegetation management, and monitoring services. Businesses can also customize alerts for specific locations or assets to proactively respond to severe weather events. Through the combination of satellite imagery, predictive analytics, and AI-driven insights, IBM Environmental Intelligence Suite helps businesses reduce operational risks and improve resilience in the face of environmental challenges.

Pricing Plans:

The Essentials package offers a free 30-day trial, allowing users to explore the platform’s features, including weather forecasting, geospatial data visualization, and automated alerts. Pricing beyond the trial period is available upon request through IBM's sales team.

Pros:

• Real-time weather and climate data integration
• Customizable alerts for specific locations and assets
• AI-driven insights for operational risk management

Cons:

• Pricing information is not immediately available without contacting sales
• May require industry-specific customization to fully leverage all features

Contact and Social Media Information:

• Website: ibm.com
• Address: 3039 E Cornwallis Rd, Durham, NC 27709, US
• Instagram: instagram.com/ibm
• Twitter: twitter.com/ibm
• Linkedin: linkedin.com/company/ibm

3. Google Earth Engine

Google Earth Engine is a geospatial analysis platform that provides access to a multi-petabyte catalog of satellite imagery and geospatial datasets. It allows users to analyze Earth’s surface at a planetary scale by running algorithms on Google’s cloud infrastructure. The platform is utilized by scientists, researchers, and developers to detect changes, map trends, and perform large-scale environmental impact assessments. Users can leverage its simple API, available in both Python and JavaScript, to integrate satellite data into their projects, providing real-time insights and visualizations.

Earth Engine supports various industries such as agriculture, forestry, and urban planning by offering advanced tools for remote sensing research and environmental monitoring. It also allows organizations to access over 40 years of satellite imagery for tasks like deforestation tracking, land use analysis, and disaster management. For academic and research purposes, Google Earth Engine remains free, while commercial users can access the platform with a range of pricing options based on their usage needs.

Pricing Plans:

Basic Plan

• $500 per month
• Includes 2 developer seats, 100 EECU-hour credits for batch tasks, and 10 EECU-hour credits for online tasks.
• Provides 100GB of cloud storage.

Professional Plan

• $2,000 per month
• Includes 5 developer seats, 500 EECU-hour credits for batch tasks, and 50 EECU-hour credits for online tasks.
• Provides 1TB of cloud storage.

Premium Plan

• Custom pricing based on specific needs.
• Offers unlimited developer seats, customized credits, and priority technical support.

Pros:

• Access to a vast library of satellite imagery and geospatial data.
• Supports both Python and JavaScript for flexible integration.
• Ideal for large-scale environmental and scientific analysis.

Cons:

• Can be expensive for small organizations with limited budgets.
• Requires a Google Cloud project for access, with limited quotas for non-commercial users.

Contact and Social Media Information:

• Website: earthengine.google.com
• Facebook: facebook.com/Google
• Instagram: instagram.com/google
• Twitter: twitter.com/googlede
• Linkedin: linkedin.com/company/google

4. Azure AI

Azure AI is a comprehensive platform from Microsoft designed to help organizations build and deploy AI solutions at scale. The platform provides various AI tools and services, including machine learning, natural language processing, and cognitive services, which can be used to create intelligent applications. Azure AI supports industries in their efforts to integrate AI into workflows, whether it's for automating tasks, processing data, or building custom AI models tailored to specific business needs.

Azure AI's suite of services also extends to environmental impact analysis. Through the "AI for Earth" initiative, Azure supports projects focused on sustainability, offering tools that aid in addressing environmental challenges such as biodiversity, climate change, and resource management. Azure’s cloud infrastructure ensures that these AI models can be scaled globally, providing real-time insights and solutions for organizations looking to enhance their environmental sustainability efforts.

Pricing Plans:

Azure AI’s pricing depends on the specific product or service you choose to use. Microsoft offers various pricing models, including a free trial and pay-as-you-go options, allowing businesses to scale their costs based on actual usage. Additionally, Azure provides reserved pricing plans that allow organizations to save by committing to long-term usage. Pricing for AI services and other Azure products can be estimated using the Azure pricing calculator to give a more tailored overview of costs.

Pros:

• Comprehensive AI services that integrate easily with existing Microsoft infrastructure.
• Flexible pricing options, including pay-as-you-go and reserved plans, allowing businesses to scale based on usage.

Cons:

• Potential complexity in navigating the platform’s wide range of services.
• Ongoing costs may rise significantly depending on resource usage.

Contact and Social Media Information:

• Website: azure.microsoft.com
• Facebook: facebook.com/MicrosoftDE
• Instagram: instagram.com/microsoftdeutschland
• Twitter: twitter.com/MicrosoftDE
• Linkedin: linkedin.com/company/microsoft

5. ClimateLens™ Monitor

ClimateLens™ Monitor is an AI-powered platform developed by ClimateAi to help businesses adapt to climate-related challenges, particularly in agriculture and food production. By leveraging machine learning, the platform offers real-time insights on climate risks, helping companies make informed decisions about planting, harvesting, and managing crops. It provides users with data on weather-related risks, such as frost, heat, and pest control, making it easier for businesses to mitigate potential losses and optimize their operations. The tool also supports long-term planning with its ability to forecast climate risks up to six months in advance, allowing for strategic planning based on accurate weather data.

Designed for industries like agribusiness, finance, and sustainability, ClimateLens™ Monitor enables users to track crop health, manage supply chains, and adjust production strategies accordingly. With customizable dashboards and shareable reports, businesses can easily visualize data and collaborate on climate resilience strategies. The tool supports a range of operations, including demand planning and risk assessment, to help businesses stay ahead of climate volatility and protect their bottom line.

Pricing Plans:

ClimateAi does not publicly list specific pricing for the ClimateLens™ Monitor on its website. However, they offer customized pricing based on the size of the business and the required features. Businesses interested in using the platform are encouraged to contact ClimateAi directly for tailored pricing options.

Pros:

• Customizable dashboards for specific business needs
• Accurate weather forecasting with real-time alerts
• Supports multiple industries including agribusiness and finance

Cons:

• Pricing information is not readily available online
• May require custom setup for specific business needs

Contact and Social Media Information:

• Website: climate.ai
• Address:  353 Sacramento St, San Francisco, California 94111, US

6. WattTime

WattTime is an environmental tech nonprofit focused on reducing carbon emissions through data-driven solutions. By providing real-time emissions data, WattTime empowers individuals, companies, and governments to make cleaner energy choices. The organization’s tools enable the automation of emissions reduction strategies, allowing for more informed decisions on when and where to use electricity, ultimately helping reduce the carbon intensity of the grid. Their core offerings include load shifting, renewable energy siting, and supply chain decarbonization, helping industries cut emissions across multiple sectors.

WattTime’s technology operates on the principle that even small changes in electricity use can result in significant reductions in carbon emissions. By identifying when the grid is being powered by cleaner energy sources, WattTime enables users to shift their energy consumption to those times, minimizing their environmental footprint. Their platform also supports renewable energy developers in choosing optimal locations for new projects.

Pricing Plans:

WattTime does not publicly list its pricing structure. Pricing varies based on the specific needs of organizations, including integration scale, service types, and partnerships. Interested parties need to contact WattTime directly for tailored pricing details.

Pros:

• Provides real-time emissions data to support cleaner energy use.
• Helps organizations reduce emissions through automated strategies.

Cons:

• Pricing details are not publicly available and must be requested directly.
• Some tools may require integration with existing infrastructure, which could be complex for certain users.

Contact and Social Media Information:

• Website: watttime.org
• Email: contact@watttime.org
• Twitter: twitter.com/wattTime
• Linkedin: linkedin.com/company/watttime

7.  Climate TRACE

Climate TRACE is a global initiative that tracks greenhouse gas emissions using advanced remote sensing technologies, such as satellite imagery, and other publicly available data. Climate TRACE says that they aim to make climate action faster and easier by providing accurate, independent data on greenhouse gas emissions from various sectors. Platform offers open access to emissions data, allowing users to explore maps, download detailed datasets, and leverage APIs for deeper analysis.

The organization tracks emissions across multiple sectors, including agriculture, power, transportation, and manufacturing, offering data granularity from country-level emissions to individual assets like power plants. The data is designed to empower governments, businesses, and researchers to make more informed decisions about sustainability efforts and climate impact.

Pricing Plans:

Climate TRACE offers its emissions data free of charge. Users can download data directly from the platform or access it via a beta API for programmatic use. There is no publicly available paid plan, and all services are aimed at promoting accessibility for anyone needing greenhouse gas emissions data.

Pros:

• Open and free access to global emissions data
• Data available at various levels of detail, from country-level to individual assets

Cons:

• API is still in beta, with limited support and reliability
• Not all sectors have the same level of data granularity available

Contact and Social Media Information:

• Website: climatetrace.org
• Email: media@climatetrace.org
• Twitter:  twitter.com/climatetrace
• Linkedin: linkedin.com/company/climate-trace/about

8. See & Spray™ by Blue River Technology

See & Spray™ is an agricultural technology tool developed by Blue River Technology, designed to address the challenges farmers face with weed control. Using advanced AI, this system is integrated into farming equipment to identify and spray weeds selectively, rather than covering an entire field with chemicals. This precise approach helps reduce chemical usage, which can impact soil health, while maintaining effective weed control. The technology has been used in John Deere’s sprayers, so it is a real-world application.

Farmers can benefit from See & Spray™ by increasing efficiency in their weed management practices, ultimately lowering input costs and environmental impact. The system combines Blue River Technology's expertise in agriculture and AI, allowing users to care for individual plants in a more sustainable way. As farming practices evolve toward sustainability, this tool offers an effective solution for maintaining productive and healthy crops.

Pricing Plans:

Blue River Technology does not publicly list pricing for See & Spray™ on its website, as the cost depends on various factors, including the scale of deployment and the specific agricultural equipment being used.

Pros:

• Reduces chemical usage by spraying weeds selectively.
• Helps protect soil health and maintain sustainable farming practices.

Cons:

• Pricing and implementation details are not readily available online.
• May require specific equipment for integration.

Contact and Social Media Information:

• Website: bluerivertechnology.com

9. Open Climate Fix

Open Climate Fix is a nonprofit organization dedicated to reducing greenhouse gas emissions through the development of AI tools for a more sustainable electricity grid. Their work centers around building machine learning models that forecast solar photovoltaic (PV) power production, which is a significant challenge due to the unpredictable nature of cloud cover. By improving solar PV forecasts, the organization aims to reduce the reliance on fossil fuels, such as natural gas, that are kept in reserve to compensate for fluctuations in solar energy production. This project is part of their larger mission to accelerate climate impact by focusing on scalable, practical solutions.

One of Open Climate Fix’s key projects involves "nowcasting," a method of predicting solar energy output in real-time, typically over the next few hours. Using satellite images, weather data, and AI techniques, their models help energy grid operators make more informed decisions to maintain a balanced supply and demand. The improvements in forecasting accuracy directly translate to reduced greenhouse gas emissions, lower costs, and greater efficiency in integrating renewable energy sources into the grid.

Pricing Plans:

Open Climate Fix is a nonprofit and does not operate on a commercial pricing model. Their work and code are shared openly as part of their collaborative approach to reducing carbon emissions, and they rely on grants and support from organizations like Google.org, National Grid ESO, and the European Space Agency.

Pros:

• Open-source code and datasets available for public use
• Focuses on reducing carbon emissions in a practical and scalable manner
• Collaborates with multiple organizations and receives external funding for ongoing development

Cons:

• Limited to nonprofit, collaborative projects without commercial product offerings
• Still in development phases for certain AI forecasting models and tools

Contact and Social Media Information:

• Website: openclimatefix.org
• Email: info@openclimatefix.org
• Twitter: twitter.com/OpenClimateFix
• Linkedin: linkedin.com/company/open-climate-fix

10. Sylvera

Sylvera is a carbon data platform designed to help organizations and governments reach their net zero carbon goals. Sylvera offers a database with over 20,000 registry carbon credit projects and more than 2,000 pre-issuance projects, allowing users to discover, compare, and track carbon projects effectively. Platform is built to provide real-time insights into the voluntary carbon market, enabling users to de-risk their investments and ensure they are contributing to real climate impact. Sylvera’s tools also offer detailed due diligence, project evaluation, and monitoring features to help users make informed decisions regarding carbon credit procurement and investment.

With a strong focus on data accuracy and transparency, Sylvera helps users navigate the complexities of the carbon market by offering an all-in-one platform for defining strategies, evaluating projects, and ongoing monitoring of carbon credit investments. The platform’s data and insights are drawn from a wide range of sources, including carbon market registries, standards, and sustainability reports, so that users always have access to up-to-date and reliable information.

Pricing Plans:

Sylvera does not publicly list pricing information. Interested clients can request a demo to learn more about available features and tailored pricing based on their specific needs.

Pros:

• Access to a vast database of carbon credit projects
• Regular updates and real-time monitoring of carbon investments

Cons:

• Pricing details are not immediately available without requesting a demo
• Advanced features may require larger-scale implementation

Contact and Social Media Information:

• Website: sylvera.com
• Instagram: instagram.com/sylveracarbon
• Twitter: twitter.com/sylveracarbon
• Linkedin: linkedin.com/company/sylveracarbon

11. Silo AI

Silo AI is a European AI company that provides custom AI-driven solutions to businesses across multiple industries. Silo AI specializes in developing AI products and integrating advanced AI technologies to support smart cities, autonomous vehicles, and industrial innovations. With over 200 successful AI implementations and a team of more than 300 AI specialists, their solutions range from smart devices to industry 4.0, helping organizations enhance their operations using AI. By offering customizable AI components, they enable faster product development and streamline R&D efforts.

Silo AI also collaborates with businesses to create AI-driven platforms that accelerate sustainable initiatives, such as the green revolution in the construction industry. Their work includes building cloud-based platforms that analyze data and optimize the development of environmentally friendly materials. By combining AI with scalable infrastructure, Silo AI supports businesses in transitioning to smarter, more sustainable practices.

Pricing Plans:

Silo AI offers tailored pricing based on the specific AI development needs of each client. Pricing information is provided upon consultation, ensuring that businesses receive a solution that fits their requirements.

Pros:

• Tailored AI solutions for different industries
• Focus on sustainable and scalable AI applications

Cons:

• No public pricing information available
• Requires consultation for a custom pricing quote

Contact and Social Media Information:

• Website: silo.ai
• Facebook: facebook.com/siloartificialintelligence
• Instagram: instagram.com/silo.ai
• Twitter: twitter.com/silo_ai
• Linkedin: linkedin.com/company/siloai

Conclusion 

As the world becomes more focused on sustainability, businesses and organizations are turning to AI-powered tools and software to better understand and reduce their environmental impact. These technologies help track emissions, monitor resources, and find smarter ways to manage everything from waste to energy consumption. Whether it’s using AI for geospatial analysis, creating sustainable building materials, or optimizing supply chains, the goal is the same - making better decisions for the planet.

By integrating environmental impact software into their operations, companies can gain real-time insights that not only help them stay compliant with regulations but also create long-term value through sustainable practices. AI and software solutions are making it easier to take meaningful steps toward reducing environmental footprints, ultimately driving a positive impact on both business and the environment.