SE Ventures is a $1B+ global venture capital fund, backed by Schneider Electric. Based in Menlo Park, SE Ventures invests in big ideas and bold entrepreneurs who can benefit from Schneider’s deep domain expertise and global customer reach. SE Ventures acts as a commercial accelerant for category-defining companies in climate & industrial technology.

SE Ventures

Benhamou Global Ventures is an early-stage venture capital firm. The firm works with passion and commitment to building valuable companies. It places particular emphasis on cloud technologies; virtual and software-defined networking; productivity-based applications; cybersecurity, mobility, and the Internet of Things. In 2004, Eric Benhamou founded the firm in Palo Alto, California.

Benhamou Global Ventures

National Grid Partners makes and manages strategically and financially attractive investments and leads company-wide innovation efforts. National Grid Partners (NGP) is the venture investment and innovation arm of National Grid plc.

National Grid Partners (NGP)

G2VP invests in emerging technology companies that digitize traditional industries and drive market transformations. Tapping into global industries from transportation, energy and agriculture to manufacturing, and logistics, G2VP was founded around a multi-trillion-dollar trend: the digitization of industry. As this trend takes root, and industries worldwide transition from traditional analog to digital processes, G2VP sees tremendous opportunity for value creation, economic growth, and sector disruption. By aligning companies, purpose and profit, the company aims to unlock previously unidentified paths to sustainability and resource efficiency.

G2 Venture Partners

Shell Technology Ventures (STV) is the corporate strategic investor for Shell.  Specifically, STV is helping Shell identify, adopt, and deploy new technologies faster, investing in ventures that look promising for delivering a meaningful commercial advantage. As a strategic partner, STV makes minority investments in select tech companies, joint ventures and externally managed venture capital funds.

Shell Ventures

Edison International, is a holding company of Southern California Edison Company (SCE). SCE is a public utility primarily engaged in the business of supplying electricity to an approximately 50,000 square-mile area of southern California. The SCE service territory contains a population of nearly 14 million people and SCE serves the population through approximately 5 million customer accounts. In August 2013, Edison International completed the acquisition of SoCore Energy, LLC.

Edison International

Lightrock is a global growth capital platform that backs purpose-driven entrepreneurs tackling the world’s biggest challenges. Lightrock invests in companies that pursue scalable and tech-driven business models around the key impact themes of people, planet, and productivity/tech for good. Lightrock’s portfolio includes more than 90 high-growth companies across Europe, US, Latin America, India and Africa, supported by more than 100 Lightrock professionals based in 6 global offices. Lightrock is backed by LGT, the international private banking and asset management group, and other leading global institutions. For more information, please visit www.lightrock.com.

Lightrock

Marubeni is involved in the handling of products and provision of services in a broad range of sectors. These areas encompass importing and exporting, as well as transactions in the Japanese market, related to food, textiles, materials, pulp and paper, chemicals, energy, metals, and mineral resources, transportation machinery, and includes offshore trading.

Marubeni

Sabancı Holding is the parent company of Sabancı Group, Turkey’s leading industrial and financial conglomerate. Sabancı Group companies are market leaders in their respective sectors that include financial services, energy, cement, retail and industrials. Listed on the Borsa Istanbul (BIST), Sabancı Holding has controlling interest in 10 companies that are also listed on the BIST.  Sabancı Group companies currently operate in 18 countries and market their products in regions across Europe, the Middle East, Asia, North Africa, North and South America. Having generated significant value and know-how in Turkey, Sabancı Holding has experienced remarkable growth in its core businesses. The Holding’s reputation, brand image and strong joint ventures helped further extend its operations into the global market. Sabancı Holding’s multinational business partners include such prominent companies as Ageas, Aviva, Bridgestone, Carrefour, Citi, E.ON, Heidelberg Cement and Philip Morris.  In addition to coordination of finance, strategy, business development and human resource functions, Sabancı Holding determines the Group’s vision and strategies.  In 2013, the consolidated revenue of Sabancı Holding was TL 24.2 billion (US$ 12.7 billion) with operating profit of TL 4.9 billion (US$ 2.6 billion). The Sabancı Family is collectively Sabancı Holding’s major shareholder with 57.7% of the share capital. Sabancı Holding shares are traded on the Borsa Istanbul with a free float of 40.1% having largest float percentage among holding companies. Depository receipts are quoted on the SEAQ International and Portal.

Sabancı Holding

The Lightsmith Group is a private equity investment company that invests in early-stage companies that address critical societal needs. The company was founded in 2016 and is headquartered in New York, NY.

The Lightsmith Group

Duke Investments LLC is an investment firm.

Duke Investments LLC

AiDASH

AiDash is making critical infrastructure industries climate-resilient and sustainable with satellites and AI. Using our full-stack SaaS solutions, customers in electric, gas, and water utilities, transportation, and construction are transforming asset inspection and maintenance - and complying with biodiversity net gain mandates and carbon capture goals. Our customers deliver ROI in their first year of deployment with reduced costs, improved reliability, and achieved sustainability goals. Learn more at www.aidash.com.

AiDash is a climate tech startup that provides solutions to optimize and digitize operations and maintenance for critical infrastructure such as electricity, gas, and water networks. The company utilizes a combination of high-resolution satellite imagery and artificial intelligence (AI) models to identify potential risks to power lines from vegetation growth, encroaching trees, and weather events. Its technology helps utility companies prevent wildfires caused by vegetation overgrowth, enhance grid reliability, and improve maintenance cost efficiencies.

AiDash, which uses AI and satellite to prevent weather

AiDash raises $50 million to spot wildfire risk using AI tech, satellites

focused Satellite and AI Startup AiDash Raises $58.5 Million

Startup AiDash raises $50 million for tech using AI, satellites to spot wildfire risk

Let’s create a greener, cleaner, safer planet from space

AiDash secures $27M in Series B funding to prevent wildfires and power outages with AI

AiDash

Startup AiDash Raises $50 Million for Tech Using AI, Satellites to Spot Wildfire Risk

AiDash Secures $50 Million in Funding for AI and Satellite-Powered Wildfire Risk Detection

Marubeni : Invests in U.S. Company AiDash for Satellite and AI

Deriving insights from uncommon data streams

Alternative Data

AiDash Launches Full Stack Platform for Grid Inspection and Monitoring

Schneider Electric

To launch a grid resilience offer designed to support utilities in balancing grid reliability, sustainability, and cost

Optimizing the future of energy with software solutions

Energy Optimization & Management Software

Software solutions that improve the reliability and performance of the electrical grid through facilitating the connection of distributed energy resources and other renewable energy sources. This includes solutions that optimize the operation of grids

AiDash is a climate tech startup that provides solutions to optimize and digitize operations and maintenance for critical infrastructure such as electricity, gas, and water networks. The company utilizes a combination of high-resolution satellite imagery and artificial intelligence (AI) models to identify potential risks to power lines from vegetation growth, encroaching trees, and weather events. Its technology helps utility companies prevent wildfires caused by vegetation overgrowth, enhance grid reliability, and improve maintenance cost efficiencies.
AiDash's AI models scan satellite images to detect changes or issues along electric transmission lines, enabling timely interventions. The company claims its technology can reduce the number of vegetation-caused power outages during storms by 15%, boost grid reliability by 5% to 15%, and improve operations and maintenance cost efficiencies by 10% to 20%. AiDash's solutions also assist companies in complying with biodiversity reporting regulations, such as those in the UK.
Major utility companies like National Grid US Service Company Inc. have reported measurable improvements in reducing the number and duration of outages since using AiDash's tools to identify maintenance priorities. The company's technology has been adopted by over 150 customers worldwide, including several Fortune 500 investor-owned utilities in the US, Canada, and the UK.
In January 2024, AiDash secured USD 50 million in Series C funding led by Lightrock, reflecting Silicon Valley's efforts to develop products that help energy companies adapt to climate change. The funds will be utilized to expand the company's reach, including the establishment of a European headquarters. In May 2024, AiDash raised an additional USD 58.5 million in a Series C round led by Lightrock and Lightsmith Group, with participation from strategic investors such as Marubeni Corporation, Duke Energy, National Grid, and Edison International.

Neudata is a leading fintech firm that provides data intelligence services to asset managers, private equity firms, venture capitalists, consultancies, and corporations globally. It specializes in scouting, sourcing, and evaluating alternative datasets across various industries and domains. Neudata's core offering is a software-as-a-service (SaaS) platform that houses a catalogue of over 6,900 dataset reports, enabling users to search, manage, and compare data sources effectively.
The company's strength lies in its unbiased and objective approach to data assessment, as it does not buy, sell, or take commissions from data vendors. Instead, Neudata evaluates datasets based on over 100 unique factors and delivers metadata reports and advice to clients for a fee. This neutral stance ensures that clients receive tailored intelligence aligned with their specific strategies and goals.
In addition to its SaaS platform, Neudata provides expert insights through its team of data scouting professionals based in London, New York, and Shanghai. The company also offers a service called AltDating, which facilitates connections between data buyers and sellers, streamlining the process of finding and acquiring relevant datasets.
Neudata has expanded its offerings to include specialized products like Neudata Scout ESG, launched in February 2022. This tool helps organizations identify and manage alternative data sources related to environmental, social, and governance (ESG) factors, enabling them to comply with regulations and build their own ESG evaluation models.
The company has established itself as a prominent player in the alternative data ecosystem, hosting influential events like the London Data Summit, where industry leaders gather to explore the past, present, and future of data. Neudata's commitment to innovation and its collaborative approach have positioned it as a trusted partner for firms seeking to unlock the value of alternative data.

Neudata

Orbital Insight is a leading geospatial intelligence company that provides AI-powered analytics solutions to help organizations gain insights and understand trends from geospatial data. The company's flagship product, the Orbital Insight Go platform, combines multiple data sources such as satellite imagery, anonymized location data, ship GPS, and IoT data to deliver actionable insights through machine learning algorithms. Orbital Insight's technology enables customers across various industries, including government agencies, corporations, and non-profits, to monitor supply chains, analyze land use patterns, detect illegal activities, and make data-driven decisions.
In February 2022, Orbital Insight secured a contract from the US Department of Defense to develop a platform for identifying intentional Global Navigation Satellite Systems (GNSS) interference and manipulation operations worldwide. This technology leverages the company's multisensor data stack and AI capabilities to alert analysts about potential jamming and spoofing events, presenting risks to national security and commercial operations.
Orbital Insight has established partnerships with leading Earth observation companies like Satellogic to enhance its data capabilities. In April 2022, the company announced plans to integrate Satellogic's high-resolution satellite imagery and full-motion video into its platform, providing customers with access to higher quality data, improved revisit rates, and lower-cost analytics.

Orbital Insight

<div>
 
 Planet is a startup based in San Francisco and founded by former NASA employees that collects information about its changing planet via a fleet of compact, highly capable Earth-imaging satellites. The broad coverage and high frequency of Planet's satellite imagery will enable customers with unprecedented access to global and local insights that currently are either impossible or cost-prohibitive to obtain. It designs, builds, and operates the largest fleet of satellites, as well as online software, tools, and analytics needed to deliver data to users. Planet offers a diverse selection of imagery and analytic solutions, all made available online through our platform and web-based tools. They provide geospatial insights at the speed of change, equipping users with the data necessary to make informed, timely decisions. In addition to California, Planet has offices in Germany and Canada where they deliver market-leading geospatial imagery to a global network of customers and partners in over 100 countries. The Planet's mission is to image the entire Earth every day and make global change visible, accessible, and actionable.
 
</div>

Planet Labs

Premise is a market intelligence platform that enables organizations to obtain real-time, granular insights from a global network of contributors. By blending machine learning with human intelligence, the company's proprietary methodology allows clients to gather and analyze local insights quickly and efficiently from almost anywhere in the world.
Premise transforms client questions into tasks distributed through its mobile app marketplace. Contributors perform these tasks, capturing data through images, surveys, or on-site observations. The collected data undergoes rigorous quality control, including location verification, image analysis, and fraud detection algorithms, ensuring accuracy and reliability. Verified insights are then presented to clients through customized dashboards or exported in various formats for integration into existing systems.
Premise caters to diverse industries, including consumer goods companies, international development organizations, and public sector entities. Its solutions provide actionable intelligence for execution monitoring, consumer behavior analysis, community understanding, and supply chain optimization. With a global reach spanning over 140 countries, the company facilitates data collection from even the most challenging regions.
Premise distinguishes itself through rapid insights gathering, unparalleled data granularity, and stringent quality assurance measures. As of 2024, the company recorded over 25 million submissions per year, garnering trust from industry leaders.

Premise

PriceStats is a company that specializes in transforming data into meaningful tools for economic analysis. The company's primary focus is on developing global, real-time economic statistics using online data. PriceStats produces daily inflation statistics and Purchasing Power Parity (PPP) series, which are utilized by various financial institutions and policymakers worldwide. The company's technology leverages online retail prices to reveal offline street price changes, often weeks before official numbers reflect inflation trends. This approach allows for more timely and accurate economic insights, potentially enabling policymakers to better prepare for economic fluctuations.
PriceStats has continuously expanded its product offerings since its inception in September 2010. The company has developed inflation series for numerous countries, including the US, UK, Brazil, Germany, France, Canada, Mexico, Poland, and China, among others. In addition to country-specific inflation indices, PriceStats also produces global inflation series, including World Inflation, Food Inflation, and Fuel Inflation series. The company launched its PPP Series in May 2014, providing charts on real exchange rates, relative prices, and over/undervaluation for various countries compared to the US dollar. In January 2024, PriceStats released the China Aggregate Inflation Series, further expanding its coverage of major economies.
Key customers and partnerships
PriceStats distributes its daily inflation statistics and PPP series through an exclusive partnership with State Street Global Markets and State Street Global Exchange. This partnership, established in May 2011, brings PriceStats' indices to the financial sector. Target clients include hedge funds, pension funds, sovereign wealth funds, and other financial institutions interested in accessing high-frequency inflation and PPP measures. State Street provides access to these indices through its proprietary research website, Insights.
In addition to its commercial partnerships, PriceStats has demonstrated a commitment to social responsibility. Since early 2020, the company has provided its indicators for free to 16 central banks worldwide to help navigate the economic effects of the Covid-19 pandemic. In May 2022, PriceStats began distributing its Global Food Inflation series to the public on a complimentary basis through its partnership with State Street, aiming to assist policymakers in addressing rapidly rising food prices and supply shortages driven by global events. The company has also collaborated with statistical offices, offering item-level data free of charge to institutions such as the UK Office for National Statistics and the Central Statistics Office of Ireland during the Covid-19 pandemic.

PriceStats

Generated by sensors. Satellite imagery captures objects on the ground (e.g., cars in a parking lot and ships at a port), lights, pollution, and particulate matter in the air.

Generated by sensors. Collected by a variety of sensors and has many uses including agriculture and other commodities sensitive to the weather.

Generated by sensors. Data gathered from the GPS, Wi-Fi, or Bluetooth signals on mobile phones or other electronic devices, which can be used to track consumer movement such as high footfall areas, time spent at specific locations, and routes.

Generated by individuals. Includes website usage (e.g., time spent on a website, actions, and volume of queries), mobile app usage, social sentiment (based on social media posts, news, videos, and online interactions on social media), product reviews, and surveys.

Generated by individuals. E-receipts gathered from consumers on an opt-in basis provide data on user purchases and product demand. Data are anonymized and provided to corporations for targeted marketing.

Generated by businesses. Credit/debit card transaction and POS system data are structured and sought after and are used to track retail and business spending (e.g., sales volumes and prices).

Generated by businesses. Data sources used to assess consumers' creditworthiness such as income and employment information, consumer banking data, payments to specialty lenders, utilities payments, rental payments, and peer-to-peer lending records. Other data types include local prices, business banking records, commercial transactions (e.g., shipping container receipts), supply chain data, and government and corporation data.

Firms that acquire individual data streams and bundle them for sale to investors or structure/analyze the data to create data products for sale to investors.

Alternative data personalizes products/services by leveraging geolocation, social media, and transaction data for businesses

AiDash

Sources

About EDGE

Contact Us

Resources

Area of Focus

Technology Research Made Effortless