Company lists · Data refreshed September 2026

Top 25 Machine learning solutions impacting utilities worldwide

Name: Machine learning solutions impacting utilities worldwide
Creator: RevenueBase
License: https://creativecommons.org/licenses/by/4.0/

Compiled by the RevenueBase Data Team Data refreshed Sep 5, 2026 450 companies tracked

RevenueBase identified 450 machine learning solutions impacting utilities worldwide as of September 2026 and tracks 14,053 professional contacts across them, including 6,253 with verified work emails and 2,304 with mobile numbers. The United States is the largest market and London the largest hub.

This list covers machine learning solutions impacting utilities worldwide, matched on what each company actually does as described in its own words. Ranked by team size, largest first. Every row shows the company's own description, its RevenueBase Smart Search rating, and when it was last checked. Data refreshed September 5, 2026. Country and city lists for machine learning solutions impacting utilities follow the table.

Published by RevenueBase, a B2B data infrastructure company. This list was built with RevenueBase Smart Search, the natural-language company search RevenueBase customers use to build their own targeted lists and unlock verified emails and direct dials at the companies on them. How these lists are built and judged.

How to read this list HQ checked on every row RevenueBase Smart Search rating on every row Refreshed Sep 5, 2026 86% judged on-target in blind review

450Companies

14,053Contacts tracked

6,253Verified emails

2,304Mobile numbers

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The 25 largest machine learning solutions impacting utilities worldwide

Ranked by team size

Top 25 of 450 machine learning solutions impacting utilities worldwide, ranked by team size, largest first. Data refreshed Sep 5, 2026. RevenueBase Smart Search rates how each company's information relates to machine learning solutions impacting utilities: strong evidence (its own description names it), partial (names part of it), indirect (matched on the rest of its profile rather than the description shown). Click a contact count to view that company's people.
#	Company	RevenueBase Smart Search	Headquarters	Employees	Contacts
1	Kraken	Indirect evidence	London, United KingdomHQ checked Sep 5, 2026	1,001-5,000	1,762 contacts →
	Indirect evidence “Improve customer satisfaction, increase product innovation, generate new revenue streams, and make significant operational savings.” Source: RevenueBase Database · checked Sep 5, 2026
2	Smart Energy Water	Indirect evidence	Irvine, CA, United StatesHQ checked Sep 5, 2026	1,001-5,000	873 contacts →
	Indirect evidence “SEW.AI is the world's #1 trusted and only Vertical AI platform for energy and water, connecting Customers, Workforce, and Grid Assets on one secure, cloud-native foundation.” Source: RevenueBase Database · checked Sep 5, 2026
3	Arcadia	Partial evidence	Washington, DC, United StatesHQ checked Sep 5, 2026	501-1,000	864 contacts →
	Partial evidence “Arcadia is the global utility data and energy solutions platform.” Source: RevenueBase Database · checked Sep 5, 2026
4	Intellismart Infra	Partial evidence	Gurugram, IndiaHQ checked Sep 5, 2026	1,001-5,000	615 contacts →
	Partial evidence “IntelliSmart Infrastructure Private Limited is India’s leading smart metering and digital solutions provider.” Source: RevenueBase Database · checked Sep 5, 2026
5	Kaluza	Indirect evidence	London, United KingdomHQ checked Sep 5, 2026	501-1,000	595 contacts →
	Indirect evidence “Kaluza is the Energy Intelligence Platform, turning energy complexity into seamless coordination.” Source: RevenueBase Database · checked Sep 5, 2026
6	Kimbal	Indirect evidence	New Delhi, IndiaHQ checked Sep 5, 2026	501-1,000	556 contacts →
	Indirect evidence “Founded in 2011, Kimbal Private Limited (formerly Sinhal Udyog Private Limited) is an ISO 9001:2015 certified fastest emerging Indian startup building breakthrough technologies…” Source: RevenueBase Database · checked Sep 5, 2026
7	Applied Energy Technologies Private Limited	Partial evidence	Gurugram, IndiaHQ checked Sep 5, 2026	201-500	324 contacts →
	Partial evidence “At Applied Energy Technologies, we are redefining the energy landscape with cost-efficient, distributed, and sustainable energy solutions.” Source: RevenueBase Database · checked Sep 5, 2026
8	Bidgely	Indirect evidence	Mountain View, CA, United StatesHQ checked Sep 5, 2026	51-200	306 contacts →
	Indirect evidence “Bidgely is the indispensable innovation partner for UtilityAI.” Source: RevenueBase Database · checked Sep 5, 2026
9	Inventive Software Solutions Private Limited	Strong evidence	Agra, IndiaHQ checked Sep 5, 2026	1,001-5,000	246 contacts →
	Strong evidence “We are a technology-driven company offering integrated platform solutions aimed at driving innovation and transforming distribution utilities.” Source: RevenueBase Database · checked Sep 5, 2026
10	Ubicquia, INC	Indirect evidence	Fort Lauderdale, FL, United StatesHQ checked Sep 5, 2026	51-200	205 contacts →
	Indirect evidence “Ubicquia revolutionizes critical infrastructure, transforming it into intelligent systems that drive energy efficiency, bolster grid resilience, and streamline operations for…” Source: RevenueBase Database · checked Sep 5, 2026
11	Tantalus Systems	Partial evidence	Raleigh, NC, United StatesHQ checked Sep 5, 2026	201-500	176 contacts →
	Partial evidence “About Tantalus Systems Holding Inc.(TSX: GRID; OTCQX: TGMPF) Tantalus is a technology company dedicated to helping utilities modernize their distribution grids by harnessing the…” Source: RevenueBase Database · checked Sep 5, 2026
12	EDF International Networks	Partial evidence	La Defense, FranceHQ checked Sep 5, 2026	51-200	175 contacts →
	Partial evidence “EDF International Networks, Bringing World‑Class Distribution Expertise to Utilities Worldwide As a subsidiary of the EDF Group (France), one of the global leaders in the…” Source: RevenueBase Database · checked Sep 5, 2026
13	Power Takeoff	Indirect evidence	Denver, CO, United StatesHQ checked Sep 5, 2026	51-200	167 contacts →
	Indirect evidence “Since 2007, Power TakeOff has been the industry leader in the creation of data-first utility products, services and efficiency programs.” Source: RevenueBase Database · checked Sep 5, 2026
14	Envelio	Indirect evidence	Cologne, GermanyHQ checked Sep 5, 2026	51-200	155 contacts →
	Indirect evidence “envelio - Supporting the smarter, faster evolution of your power grid.” Source: RevenueBase Database · checked Sep 5, 2026
15	NM Group	Indirect evidence	Knaresborough, United StatesHQ checked Sep 5, 2026	51-200	144 contacts →
	Indirect evidence “NM Group optimise the performance of electricity networks using geospatial data, software and analytics.” Source: RevenueBase Database · checked Sep 5, 2026
16	Enoda LTD	Indirect evidence	Edinburgh, United KingdomHQ checked Sep 5, 2026	51-200	132 contacts →
	Indirect evidence “ENODA’s world-class team are building the first truly decentralized, intelligent energy system that will reshape how we generate, store, and distribute energy.” Source: RevenueBase Database · checked Sep 5, 2026
17	Clean Power Research	Partial evidence	Bellevue, WA, United StatesHQ checked Sep 5, 2026	51-200	130 contacts →
	Partial evidence “Our cloud software services are powering the energy transformation by enabling utilities to engage customers about their energy options, automate DER program administration and…” Source: RevenueBase Database · checked Sep 5, 2026
18	eneida.io	Indirect evidence	Coimbra, PortugalHQ checked Sep 5, 2026	51-200	121 contacts →
	Indirect evidence “ENEIDA.IO \| Operational intelligence for smarter, sustainable grids Powering the future of the Low Voltage grid.” Source: RevenueBase Database · checked Sep 5, 2026
19	Habitat Energy	Indirect evidence	Oxford, United KingdomHQ checked Sep 5, 2026	11-50	114 contacts →
	Indirect evidence “Habitat Energy provide a state-of-the-art optimisation and trading platform for grid-scale battery storage and renewables in the UK, US, and Australia.” Source: RevenueBase Database · checked Sep 5, 2026
20	Equilibrium Energy	Indirect evidence	San Francisco, United StatesHQ checked Sep 5, 2026	51-200	114 contacts →
	Indirect evidence “Equilibrium Energy is building the operating system for tomorrow’s power company.” Source: RevenueBase Database · checked Sep 5, 2026
21	Rodan Energy Solutions INC	Partial evidence	Mississauga, ON, CanadaHQ checked Sep 5, 2026	51-200	109 contacts →
	Partial evidence “Rodan Energy is a leading North American provider of DER asset optimization, demand response and energy intelligence solutions.” Source: RevenueBase Database · checked Sep 5, 2026
22	Camlin Energy	Indirect evidence	Lisburn, United KingdomHQ checked Sep 5, 2026	501-1,000	108 contacts →
	Indirect evidence “Empowering Your Tomorrow.” Source: RevenueBase Database · checked Sep 5, 2026
23	Emerson Ovation Automation Platform	Strong evidence	Pittsburgh, PA, United StatesHQ checked Sep 5, 2026	10001+	107 contacts →
	Strong evidence “Explore the ways the Ovation™ Automation Platform and Ovation Green renewable solutions remove data silos to provide a holistic operational view that helps utilities meet the…” Source: RevenueBase Database · checked Sep 5, 2026
24	Think Power Solutions	Partial evidence	Plano, TX, United StatesHQ checked Sep 5, 2026	201-500	107 contacts →
	Partial evidence “Think Power Solutions is a leading provider of AI-enabled utility infrastructure solutions.” Source: RevenueBase Database · checked Sep 5, 2026
25	Amperon	Indirect evidence	Houston, TX, United StatesHQ checked Sep 5, 2026	51-200	103 contacts →
	Indirect evidence “Amperon is the leading energy forecasting company, positioned at the intersection of energy data and AI.” Source: RevenueBase Database · checked Sep 5, 2026

RevenueBase Smart Search

RevenueBase Smart Search assesses information from a company’s LinkedIn profile, information supplied directly by the company, its website, and other publicly available sources. It uses that information to rate how closely the company relates to this list’s category: machine learning solutions impacting utilities. Every row carries its rating and the description the rating was read from, so each one can be checked rather than taken on trust.

Strong evidence: The company's own public description of its business names machine learning solutions impacting utilities.
Partial evidence: Its own public description names part of machine learning solutions impacting utilities, so it works in or next to the category without describing itself that way.
Indirect evidence: The description shown does not name machine learning solutions impacting utilities. The match rests on the rest of the company's public profile rather than the one sentence quoted here, so this is the rating to check first.

RevenueBase Smart Search is how these lists are built: RevenueBase's data engine and AI assemble the companies that match a category defined in a user's own words, so a list can be about what companies actually do rather than about whichever industry code they were filed under.

Showing 25 of 450 machine learning solutions impacting utilities worldwide

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Machine learning solutions impacting utilities worldwide at a glance

As of Sep 5, 2026

44.5%Verified-email coverage

16.4%Mobile-number coverage

31.2Average contacts per company

11-50Median size (employees)

5.8%Largest-city concentration · London

Sep 5, 2026Page data refreshed

Companies by employee count

1-10

195

11-50

171

51-200

201-500

501-1,000

1,001-5,000

5,001-10,000

10001+

How this list was built

Company categories are rarely black and white. RevenueBase reads each company's own description of its business to decide whether it belongs among machine learning solutions impacting utilities, so some rows will be adjacent to the category rather than pure plays. The description and RevenueBase Smart Search rating on every row are there so you can check each match yourself.

Source: The RevenueBase company graph: 60 million companies and 398.9 million professional contacts resolved from primary sources, queried with RevenueBase Smart Search, the natural-language company search available to every RevenueBase user.
Coverage: 7 countries, largest first: the United States, Germany, India, the United Kingdom, Canada, Australia, France. Country and city lists for machine learning solutions impacting utilities are linked below.
What qualifies: Companies worldwide whose own description of what they do matches “machine learning solutions impacting utilities”. Matching reads each company's description, not its industry code or its name.
RevenueBase Smart Search: RevenueBase Smart Search is how this list is assembled and how each row is rated. RevenueBase's data engine and AI assess a company's LinkedIn profile, information supplied directly by the company, its website and other publicly available information, then relate it to a category defined in a user's own words. Each row is rated strong evidence (its own description names machine learning solutions impacting utilities), partial evidence (it names part of the category) or indirect evidence (the description shown names none of it and the match rests on the rest of the company's profile). The description supporting each rating is quoted on the row.
What we exclude: Companies whose own description does not clearly place them among machine learning solutions impacting utilities, and records with no verified work email.
Match quality: In blind human judging of this matching method, 86% of matched companies were on target. Expect roughly 1 in 7 rows to be adjacent to the category rather than a pure play. Every row shows the company's own description and its RevenueBase Smart Search rating so you can judge each match yourself. Read the full methodology: how the lists are built, how the judging worked, and what the figure means.
Ranking: Team size, largest first: companies are ordered by the number of professionals RevenueBase tracks at each one. Employee ranges shown are reported bands, for context.
Verification: Every listed company carries at least one verified work email, 6,253 across the full list. Contacts re-verify on a rolling cadence, and each contact's own verification date is shown inside RevenueBase.
Refresh: This page's figures were pulled from the company graph between September 5, 2026 and September 14, 2026. Lists refresh periodically as the graph is re-checked.
Corrections: Wrong category, wrong headquarters, or a company that has closed? Use “Report an issue” on any row. Reports go to the RevenueBase Data Team and feed back into the company graph.

Machine learning solutions impacting utilities by location

7 lists · largest first

Every Machine learning solutions impacting utilities list RevenueBase publishes, by country and city. Counts are matching companies in each list as of its own refresh date.

Countries

Frequently asked

What is RevenueBase Smart Search?

RevenueBase Smart Search is how RevenueBase decides which companies belong on this list and how strongly each one fits. Its data engine and AI assess a company's LinkedIn profile, information supplied directly by the company, its website and other publicly available information, then relate it to the category the list is about. Each row is rated strong evidence when the company's own description names machine learning solutions impacting utilities, partial evidence when it names part of the category, and indirect evidence when the description shown names none of it and the match rests on the rest of the company's profile.

How many machine learning solutions impacting utilities are there worldwide?

RevenueBase identified 450 machine learning solutions impacting utilities worldwide as of September 2026, matched on each company's own description of what it does rather than its industry code.

What is the largest company on this list?

Kraken, headquartered in London, tops this list with the largest team on record.

Which country has the most machine learning solutions impacting utilities?

The United States leads with 182 companies, followed by Germany (66) and India (61). Every machine learning solutions impacting utilities list by country and city is linked on this page.

Which city has the most machine learning solutions impacting utilities?

London leads with 26 headquartered companies, followed by San Francisco (16) and Berlin (11).

How do I get contact information for these companies?

A free RevenueBase account lets you run this exact search and work the top results, verified emails and direct dials included. Upgrading unlocks all 6,253 verified decision-maker contacts tracked across these 450 companies.

How current is this list?

The list refreshes periodically as the company graph is re-checked. This page's figures were pulled from the company graph between September 5, 2026 and September 14, 2026.

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About this data

RevenueBase is a B2B data infrastructure company. Its company graph covers 60 million companies and 398.9 million professional contacts, with emails verified on a rolling cadence rather than scraped once and left to decay. These company lists are generated directly from that graph with RevenueBase Smart Search, the same natural-language company search every RevenueBase user has: describe a market in plain words, get the companies that match, and add verified emails and direct dials for the people at them. It is the same data that powers RevenueBase's B2B data products, and a free account includes 500 credits to start. How these lists are built and judged.