Company lists · Data refreshed September 2026

Top 25 Predictive analytics companies for infrastructure based in the United States

RevenueBase identified 314 predictive analytics companies for infrastructure headquartered in the United States as of September 2026 and tracks 11,070 professional contacts across them, including 4,711 with verified work emails. Austin is the largest hub.

This list covers predictive analytics companies for infrastructure 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, its RevenueBase Smart Search rating, and when it was last checked. Data refreshed September 29, 2026.

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 29, 2026 86% judged on-target in blind review
314Companies
11,070Contacts tracked
4,711Verified emails
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The 25 largest predictive analytics companies for infrastructure based in the United States

Ranked by team size
Top 25 of 314 predictive analytics companies for infrastructure based in the United States, ranked by team size, largest first. Data refreshed Sep 29, 2026. RevenueBase Smart Search rates how each company's information relates to predictive analytics companies for infrastructure: 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.
#CompanyRevenueBase Smart SearchHeadquartersEmployeesContacts
1Indirect evidenceBozeman, MT, United StatesHQ checked Sep 29, 20261,001-5,0005,069 contacts →

Indirect evidence

“FICO (NYSE: FICO) powers decisions that help people and businesses around the world prosper.”

Source: RevenueBase Database · checked Sep 29, 2026
2Indirect evidencePasadena, TX, United StatesHQ checked Sep 29, 2026501-1,000658 contacts →

Indirect evidence

“Headquartered in Pasadena, Texas, Pinnacle is exclusively focused on helping industrial facilities in the oil and gas, chemical, mining, and water and wastewater industries better…”

Source: RevenueBase Database · checked Sep 29, 2026
3Indirect evidenceAustin, TX, United StatesHQ checked Sep 29, 2026201-500530 contacts →

Indirect evidence

Source: RevenueBase Database · checked Sep 29, 2026
4Strong evidenceNaperville, IL, United StatesHQ checked Sep 29, 2026201-500331 contacts →

Strong evidence

“Ensar Solutions is a Chicago based IT Services company that focus on Data Analytics, Predictive Modeling, Digital Marketing Analytics, Forecasting, Pricing and revenue…”

Source: RevenueBase Database · checked Sep 29, 2026
5Indirect evidenceDublin, OH, United StatesHQ checked Sep 29, 2026201-500295 contacts →

Indirect evidence

“Manufacturing facilities face common challenges including stressed equipment, unplanned downtime, and strained personnel.”

Source: RevenueBase Database · checked Sep 29, 2026
6Partial evidenceNew York, NY, United StatesHQ checked Sep 29, 2026201-500275 contacts →

Partial evidence

“CB Insights is the leader in predictive intelligence on private companies-turning exclusive data on millions of firms into early, trusted signals on future performance and…”

Source: RevenueBase Database · checked Sep 29, 2026
7Indirect evidenceState College, PA, United StatesHQ checked Sep 29, 2026201-500235 contacts →

Indirect evidence

“For more than 25 years, KCF Technologies has helped industrial organizations understand and protect the machines that keep their operations running.”

Source: RevenueBase Database · checked Sep 29, 2026
8Indirect evidenceMarietta, GA, United StatesHQ checked Sep 29, 202651-200155 contacts →

Indirect evidence

Source: RevenueBase Database · checked Sep 29, 2026
9Indirect evidenceAddison, TX, United StatesHQ checked Sep 29, 202651-200153 contacts →

Indirect evidence

“Lone Star Analysis is a Dallas-based provider of applied decision intelligence and engineering solutions.”

Source: RevenueBase Database · checked Sep 29, 2026
10Indirect evidenceNashville, TN, United StatesHQ checked Sep 29, 202651-200145 contacts →

Indirect evidence

“XOi is the asset intelligence solution for the field service ecosystem.”

Source: RevenueBase Database · checked Sep 29, 2026
11Indirect evidenceWarrendale, PA, United StatesHQ checked Sep 29, 202651-200119 contacts →

Indirect evidence

“RedZone Robotics Inc.”

Source: RevenueBase Database · checked Sep 29, 2026
12Partial evidenceStamford, CT, United StatesHQ checked Sep 29, 202651-200112 contacts →

Partial evidence

“GRT Corporation, a premier IT product and solutions provider based in Stamford, CT, has focused on leveraging Advanced Analytics and Electrical Engineering to achieve maximum…”

Source: RevenueBase Database · checked Sep 29, 2026
13Indirect evidenceHouston, TX, United StatesHQ checked Sep 29, 202651-200103 contacts →

Indirect evidence

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

Source: RevenueBase Database · checked Sep 29, 2026
14Indirect evidenceBroomfield, CO, United StatesHQ checked Sep 29, 202651-20098 contacts →

Indirect evidence

“We’re ikeGPS, the PoleOS™ Company.”

Source: RevenueBase Database · checked Sep 29, 2026
15Indirect evidenceChicago, IL, United StatesHQ checked Sep 29, 2026201-50089 contacts →

Indirect evidence

“Uptake provides industrial intelligence software-as-a-service (SaaS), translating data into smarter operations.”

Source: RevenueBase Database · checked Sep 29, 2026
16Partial evidenceAustin, TX, United StatesHQ checked Sep 29, 202611-5082 contacts →

Partial evidence

“Hahn leverages data science, predictive models and wonderfully creative thinking to promote and protect food and energy brands.”

Source: RevenueBase Database · checked Sep 29, 2026
17Partial evidenceSan Diego, CA, United StatesHQ checked Sep 29, 202651-20075 contacts →

Partial evidence

“C2 Group: Applied Strategy & Infrastructure Technology | Consulting · Engineering · C2 Group is an applied strategy and infrastructure technology firm delivering strategic…”

Source: RevenueBase Database · checked Sep 29, 2026
18Partial evidenceAustin, TX, United StatesHQ checked Sep 29, 202611-5072 contacts →

Partial evidence

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

Source: RevenueBase Database · checked Sep 29, 2026
19Indirect evidenceHouston, TX, United StatesHQ checked Sep 29, 2026501-1,00069 contacts →

Indirect evidence

“I-care is a global leader in machine health solutions.”

Source: RevenueBase Database · checked Sep 29, 2026
20Indirect evidenceBoston, MA, United StatesHQ checked Sep 29, 202651-20055 contacts →

Indirect evidence

“Manage your water assets with AI decision support.”

Source: RevenueBase Database · checked Sep 29, 2026
21Indirect evidenceAustin, TX, United StatesHQ checked Sep 29, 202611-5055 contacts →

Indirect evidence

“Novi Labs transforms how energy companies and investors evaluate assets, seize acquisition and divestment (A&D) opportunities, and optimize development planning through AI-powered…”

Source: RevenueBase Database · checked Sep 29, 2026
22Partial evidenceOviedo, FL, United StatesHQ checked Sep 29, 202611-5050 contacts →

Partial evidence

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

Source: RevenueBase Database · checked Sep 29, 2026
23Indirect evidenceSunnyvale, CA, United StatesHQ checked Sep 29, 202651-20049 contacts →

Indirect evidence

Source: RevenueBase Database · checked Sep 29, 2026
24Partial evidenceChicago, IL, United StatesHQ checked Sep 29, 202611-5048 contacts →

Partial evidence

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

Source: RevenueBase Database · checked Sep 29, 2026
25Partial evidenceAustin, TX, United StatesHQ checked Sep 29, 202651-20045 contacts →

Partial evidence

“SmartSights, a global leader in data-driven analytics, reports, and notifications, empowers industrial operations with clear insights for effective decision-making and action.”

Source: RevenueBase Database · checked Sep 29, 2026

Showing 25 of 314 predictive analytics companies for infrastructure based in the United States

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Predictive analytics companies for infrastructure based in the United States at a glance

As of Sep 29, 2026
42.6%Verified-email coverage
35.3Average contacts per company
11-50Median size (employees)
4.5%Largest-city concentration · Austin
Sep 29, 2026Page data refreshed

Companies by employee count

1-10
130
11-50
130
51-200
40
201-500
7
501-1,000
2
1,001-5,000
4
10001+
1

Email recency for this list is measured worldwide rather than for United States, so it is reported there. Company counts and contact totals on this page are exact for United States, over 314 companies.

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 predictive analytics companies for infrastructure, 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.
What qualifies
Companies headquartered in the United States whose own description of what they do matches “predictive analytics companies for infrastructure”. 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 predictive analytics companies for infrastructure), 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 predictive analytics companies for infrastructure, 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 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, 4,711 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 29, 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

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 predictive analytics companies for infrastructure, 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 predictive analytics companies for infrastructure are there based in the United States?

RevenueBase identified 314 predictive analytics companies for infrastructure 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?

FICO, headquartered in Bozeman, tops this list with the largest team on record.

Which city has the most predictive analytics companies for infrastructure?

Austin leads with 14 headquartered companies, followed by New York (13) and San Francisco (13).

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 4,711 verified decision-maker contacts tracked across these 314 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 29, 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.