Company lists · Data refreshed September 2026

Top 25 Outage prediction platforms based in the United States

RevenueBase identified 123 outage prediction platforms headquartered in the United States as of September 2026 and tracks 2,898 professional contacts across them, including 1,435 with verified work emails and 1,061 with mobile numbers. San Francisco is the largest hub.

This list covers outage prediction platforms headquartered in the United States, 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, how directly it supports the match, and when it was last checked. Data refreshed September 5, 2026.

Published by RevenueBase, a B2B data infrastructure company. This list was built with RevenueBase SmartSearch, 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 Match evidence on every row Refreshed Sep 5, 2026 86% judged on-target in blind review
123Companies
2,898Contacts tracked
1,435Verified emails
1,061Mobile numbers
Unlock all 123 companies Free signup · no credit card · 500 free credits

The 25 largest outage prediction platforms based in the United States

Ranked by team size
Top 25 of 123 outage prediction platforms based in the United States, ranked by team size, largest first. Data refreshed Sep 5, 2026. Evidence rates how directly each company's own description names outage prediction platforms: strong (names it), partial (names part of it), indirect (matched on its full profile rather than the summary shown). Click a count to unlock that company's people.
#CompanyHeadquartersEmployeesContacts
1
QualitrolIndirect evidence
Fairport, NY, United StatesHQ checked Sep 5, 2026501-1,000494

“Qualitrol is a global leader in electrical grid monitoring solutions for businesses that manage, operate, or support the power grid.”

Source: company website · checked Sep 5, 2026
2
Ubicquia, INCIndirect evidence
Fort Lauderdale, FL, United StatesHQ checked Sep 5, 202651-200205

“Ubicquia revolutionizes critical infrastructure, transforming it into intelligent systems that drive energy efficiency, bolster grid resilience, and streamline operations for…”

Source: company website · checked Sep 5, 2026
3
Tantalus SystemsIndirect evidence
Raleigh, NC, United StatesHQ checked Sep 5, 2026201-500176

“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: company website · checked Sep 5, 2026
4
GridwareIndirect evidence
San Francisco, CA, United StatesHQ checked Sep 5, 202651-200139

“Gridware is a technology company focused on protecting and enhancing the electrical grid.”

Source: company website · checked Sep 5, 2026
5
OverstoryIndirect evidence
Somerville, MA, United StatesHQ checked Sep 5, 202651-200121

“At Overstory, we're building AI-powered grid resilience software to support the energy transition.”

Source: company website · checked Sep 5, 2026
6
AmperonIndirect evidence
Houston, TX, United StatesHQ checked Sep 5, 202651-200103

“Amperon is the leading energy forecasting company, positioned at the intersection of energy data and AI.”

Source: company website · checked Sep 5, 2026
7
UtilidataIndirect evidence
Ann Arbor, MI, United StatesHQ checked Sep 5, 202651-200100

“Utilidata is an NVIDIA-backed AI company transforming how critical infrastructure, like data centers and the electric grid, use power.”

Source: company website · checked Sep 5, 2026
8
Project CanaryIndirect evidence
Denver, CO, United StatesHQ checked Sep 5, 202651-20093

“Project Canary is an operational intelligence company focused on energy infrastructure.”

Source: company website · checked Sep 5, 2026
9
LinevisionIndirect evidence
Boston, MA, United StatesHQ checked Sep 5, 202651-20089

“LineVision is a grid-enhancing technology company enabling electric utilities to deliver affordable, reliable power and accelerate the electrification of the global economy.”

Source: company website · checked Sep 5, 2026
10
PACESPartial evidence
Brooklyn, United StatesHQ checked Sep 5, 202611-5082

“Paces is the AI-powered platform for energy infrastructure development.”

Source: company website · checked Sep 5, 2026
11
SeismosIndirect evidence
Austin, TX, United StatesHQ checked Sep 5, 202611-5072

“Seismos delivers actionable data intelligence across the energy infrastructure, enabling greater situational awareness, confident decision-making, and superior performance.”

Source: company website · checked Sep 5, 2026
12
BrightcommsPartial evidence
Miami, FL, United StatesHQ checked Sep 5, 2026201-50057

“Brightcomms is a technology and engineering company that develops digital platforms to optimize field operations, infrastructure management, and network performance.”

Source: company website · checked Sep 5, 2026
13
KevalaPartial evidence
San Francisco, CA, United StatesHQ checked Sep 5, 202651-20051

“Kevala provides the most comprehensive real-time data and analytics platform for energy market participants, enabling smarter decisions in grid infrastructure, electrification…”

Source: company website · checked Sep 5, 2026
14
Smart Charging TechnologiesIndirect evidence
Oviedo, FL, United StatesHQ checked Sep 5, 202611-5050

“Smart Charging Technologies (SCT) helps electric fleet operators and infrastructure teams move from raw energy data to operational intelligence.”

Source: company website · checked Sep 5, 2026
15
OptimaticsIndirect evidence
Chicago, IL, United StatesHQ checked Sep 5, 202611-5048

“Optimatics is changing the trajectory of public utility economics, powering outcome-driven analytics strategies that achieve new levels of operational and community impact.”

Source: company website · checked Sep 5, 2026
16
AriesproIndirect evidence
Sugar Land, TX, United StatesHQ checked Sep 5, 202651-20035

“AriesPro was founded in 2011 by group of software engineers who wanted to prove that businesses in Utilities, Airport and Public Sector should be driven at the speed of thought…”

Source: company website · checked Sep 5, 2026
17
Integral AnalyticsIndirect evidence
Newport, KY, United StatesHQ checked Sep 5, 202611-5034

“Since 2006, Integral Analytics has developed and delivered the electric industry’s highest-performing data-science software that allows utilities and grid-edge participants to…”

Source: company website · checked Sep 5, 2026
18
Peaxy, INCStrong evidence
San Jose, CA, United StatesHQ checked Sep 5, 202611-5033

“Peaxy offers a modular cloud-based software platform providing predictive analytics for the battery storage, electrification, and defense industries.”

Source: company website · checked Sep 5, 2026
19
InnowattsIndirect evidence
Houston, TX, United StatesHQ checked Sep 5, 202651-20029

“Innowatts is now a part of GridX.”

Source: company website · checked Sep 5, 2026
20
Aimdyn, INCIndirect evidence
Santa Barbara, CA, United StatesHQ checked Sep 5, 202611-5026
Source: company website · checked Sep 5, 2026
21
ToumetisPartial evidence
Boise, ID, United StatesHQ checked Sep 5, 202611-5023

“Toumetis is a leading provider of predictive analytics solutions for the electrical distribution industry.”

Source: company website · checked Sep 5, 2026
22
EncoordIndirect evidence
Edgewater, CO, United StatesHQ checked Sep 5, 202611-5023

“encoord provides software tools, data, and advisory services to help energy stakeholders plan for the energy transition.”

Source: company website · checked Sep 5, 2026
23
RhizomeIndirect evidence
Washington, DC, United StatesHQ checked Sep 5, 202611-5022

“Rhizome is helping electric utilities assess and prevent climate-induced power grid failures.”

Source: company website · checked Sep 5, 2026
24
Force 5 INCIndirect evidence
Miami, FL, United StatesHQ checked Sep 5, 202611-5021

“Celebrating 20 years, Force 5, Inc.”

Source: company website · checked Sep 5, 2026
25
Schwarm Technologies INCIndirect evidence
San Francisco, United StatesHQ checked Sep 5, 202611-5020

“SCHWARM (Engl.”

Source: company website · checked Sep 5, 2026

Showing 25 of 123 outage prediction platforms based in the United States

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Outage prediction platforms based in the United States at a glance

As of Sep 5, 2026
11-50Median size (employees)
San FranciscoLargest hub · 8 HQs
1,061Contacts with mobile numbers
Sep 5, 2026Data refreshed

Companies by employee count

1-10
47
11-50
52
51-200
21
201-500
2
501-1,000
1

Verified emails by last verification

0–30
1,341
31–60
87
61–90
1
90–180
0
180+
6

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 outage prediction platforms, so some rows will be adjacent to the category rather than pure plays. The description and evidence 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 SmartSearch, the natural-language company search available to every RevenueBase user.
What qualifies
Companies headquartered in the United States whose own description of what they do matches “outage prediction platforms”. Matching reads each company's description, not its industry code or its name.
What we exclude
Companies whose own description does not clearly place them among outage prediction platforms, and records with no verified work email. Companies headquartered outside United States are excluded even when they keep an office there.
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 an evidence 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, 1,435 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 on September 5, 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.

Frequently asked

How many outage prediction platforms are there based in the United States?

RevenueBase identified 123 outage prediction platforms headquartered in the United States 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?

Qualitrol, headquartered in Fairport, tops this list with the largest team on record.

Which city has the most outage prediction platforms?

San Francisco leads with 8 headquartered companies, followed by Houston (6) and Austin (5).

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 1,435 verified decision-maker contacts tracked across these 123 companies.

How current is this list?

The list refreshes periodically as the company graph is re-checked. This page's figures were pulled on September 5, 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 SmartSearch, 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.