Company lists · Data refreshed September 2026

Top 25 Oil and gas machine learning companies based in the United States

RevenueBase identified 289 company matches for oil and gas machine learning companies associated with the United States as of September 2026 and tracks 109,703 professional contacts across them, including 35,453 with verified work emails and 15,248 with mobile numbers. Houston is the largest hub.

This list covers company matches for oil and gas machine learning companies associated with the United States, found by RevenueBase SmartSearch using the meaning of business descriptions in its company graph at Exact. Ranked by professionals tracked, largest first. Rows show recorded descriptions where available, Exact search membership and the snapshot date. 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 RevenueBase SmartSearch · Exact Recorded Sep 5, 2026 How this list was built
289Companies
109,703Contacts tracked
35,453Verified emails
15,248Mobile numbers
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The 25 largest oil and gas machine learning companies based in the United States

Ranked by team size
Top 25 of 289 company matches for oil and gas machine learning companies based in the United States, ordered by professional contacts tracked in RevenueBase, largest first. Recorded Sep 5, 2026. The RevenueBase SmartSearch column shows Exact match membership in this saved search. Click a contact count to view that company's people. Totals use company locations recorded by RevenueBase; the displayed preview is a smaller selection.
#CompanyRevenueBase SmartSearchHeadquartersEmployeesContacts
1Exact matchHouston, TX, United StatesHQ recorded Sep 5, 202610001+76,561 contacts →

Exact match

“SLB is a global technology company that has driven energy innovation for more than a century.”

Recorded in the RevenueBase company graph · Sep 5, 2026 · View company records in RevenueBase
2Exact matchHouston, TX, United StatesHQ recorded Sep 5, 202610001+29,577 contacts →

Exact match

“NOV delivers technology-driven solutions to empower the global energy industry.”

Recorded in the RevenueBase company graph · Sep 5, 2026 · View company records in RevenueBase
3Exact matchHouston, TX, United StatesHQ recorded Sep 5, 202651-200238 contacts →

Exact match

Recorded description not available.

Recorded in the RevenueBase company graph · Sep 5, 2026 · View company records in RevenueBase
4Exact matchReserve, LA, United StatesHQ recorded Sep 5, 2026201-500178 contacts →

Exact match

“Diversified collaborates with our business partners to lower finding and development costs, decrease the risk profile, increase reserves, and to improve capital efficiencies and…”

Recorded in the RevenueBase company graph · Sep 5, 2026 · View company records in RevenueBase
5Exact matchWeatherford, OK, United StatesHQ recorded Sep 5, 202651-20098 contacts →

Exact match

“Impac Exploration Services, Inc.”

Recorded in the RevenueBase company graph · Sep 5, 2026 · View company records in RevenueBase
6Exact matchDenver, CO, United StatesHQ recorded Sep 5, 202651-20093 contacts →

Exact match

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

Recorded in the RevenueBase company graph · Sep 5, 2026 · View company records in RevenueBase
7Exact matchLafayette, LA, United StatesHQ recorded Sep 5, 202651-20091 contacts →

Exact match

“Stratagraph is a pioneer in the mud logging industry.”

Recorded in the RevenueBase company graph · Sep 5, 2026 · View company records in RevenueBase
8Exact matchHouston, TX, United StatesHQ recorded Sep 5, 202651-20086 contacts →

Exact match

“Welligence is a pioneering energy analytics firm leveraging cutting-edge machine learning to revolutionize the oil and gas analytics landscape.”

Recorded in the RevenueBase company graph · Sep 5, 2026 · View company records in RevenueBase
9Exact matchShreveport, LA, United StatesHQ recorded Sep 5, 202651-20075 contacts →

Exact match

“Fleaux Services is a company committed to oil and gas industry innovative solutions with a creative vision of complete system automation through hardware and software products.”

Recorded in the RevenueBase company graph · Sep 5, 2026 · View company records in RevenueBase
10Exact matchHouston, TX, United StatesHQ recorded Sep 5, 202651-20074 contacts →

Exact match

“ComboCurve is a industry leading cloud-based software solution for A&D, reservoir management, and forecasting in the energy sector.”

Recorded in the RevenueBase company graph · Sep 5, 2026 · View company records in RevenueBase
11Exact matchHouston, TX, United StatesHQ recorded Sep 5, 202651-20074 contacts →

Exact match

“Bluware, a CMG company, leverages the latest cloud and AI innovations to revolutionize geoscience data and interpretation workflows so geoscientists can deliver faster and smarter…”

Recorded in the RevenueBase company graph · Sep 5, 2026 · View company records in RevenueBase
12Exact matchDenver, CO, United StatesHQ recorded Sep 5, 202651-20074 contacts →

Exact match

“Founded in 2014 and based in Denver with a tech hub in Cairo, Raisa Energy is an independent Oil & Gas exploration and production company that creates value by owning and leasing…”

Recorded in the RevenueBase company graph · Sep 5, 2026 · View company records in RevenueBase
13Exact matchAustin, TX, United StatesHQ recorded Sep 5, 202611-5072 contacts →

Exact match

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

Recorded in the RevenueBase company graph · Sep 5, 2026 · View company records in RevenueBase
14Exact matchHouston, TX, United StatesHQ recorded Sep 5, 202651-20069 contacts →

Exact match

“Since 2007, QRI has been creating value by focusing on our client's most important assets - their reservoirs.”

Recorded in the RevenueBase company graph · Sep 5, 2026 · View company records in RevenueBase
15Exact matchHouston, TX, United StatesHQ recorded Sep 5, 202651-20069 contacts →

Exact match

“Lumina is a leading geophysical services solutions and software provider, specializing in innovative tools for subsurface data analysis in the energy industry.”

Recorded in the RevenueBase company graph · Sep 5, 2026 · View company records in RevenueBase
16Exact matchAustin, TX, United StatesHQ recorded Sep 5, 202651-20061 contacts →

Exact match

“The energy industry runs on decisions.”

Recorded in the RevenueBase company graph · Sep 5, 2026 · View company records in RevenueBase
17Exact matchHouston, TX, United StatesHQ recorded Sep 5, 202651-20059 contacts →

Exact match

“AKM ENTERPRISES INC.(AKM-AI) is a leading provider of SaaS Platform mining billions of data points (human and machine) to simplify engineering workflows for E&P operators during…”

Recorded in the RevenueBase company graph · Sep 5, 2026 · View company records in RevenueBase
18Exact matchSan Francisco, CA, United StatesHQ recorded Sep 5, 202611-5055 contacts →

Exact match

“NobleAI is a Science-Based AI platform that predicts complex systems, helping companies accelerate discovery, improve product and asset performance, and drive measurable…”

Recorded in the RevenueBase company graph · Sep 5, 2026 · View company records in RevenueBase
19Exact matchAustin, TX, United StatesHQ recorded Sep 5, 202611-5055 contacts →

Exact match

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

Recorded in the RevenueBase company graph · Sep 5, 2026 · View company records in RevenueBase
20Exact matchHouston, TX, United StatesHQ recorded Sep 5, 202611-5049 contacts →

Exact match

“Founded in 2014, Tachyus is a leader in operational optimization for the oil and gas industry.”

Recorded in the RevenueBase company graph · Sep 5, 2026 · View company records in RevenueBase
21Exact matchHouston, TX, United StatesHQ recorded Sep 5, 202611-5041 contacts →

Exact match

“inerG is an oil and gas production, economics and asset information management software company based in Houston, Texas that develops technology for investing and operating energy…”

Recorded in the RevenueBase company graph · Sep 5, 2026 · View company records in RevenueBase
22Exact matchMidland, TX, United StatesHQ recorded Sep 5, 202651-20039 contacts →

Exact match

“Drilling Improvements with AI and machine learning.”

Recorded in the RevenueBase company graph · Sep 5, 2026 · View company records in RevenueBase
23Exact matchHouston, TX, United StatesHQ recorded Sep 5, 202611-5037 contacts →

Exact match

“Neuralog provides practical and intuitive solutions for the oil and gas industry.”

Recorded in the RevenueBase company graph · Sep 5, 2026 · View company records in RevenueBase
24Exact matchHouston, TX, United StatesHQ recorded Sep 5, 202611-5034 contacts →

Exact match

“C&C Reservoirs has been a trusted provider of Analogue Intelligence since the mid-1990s.”

Recorded in the RevenueBase company graph · Sep 5, 2026 · View company records in RevenueBase
25Exact matchSpring, TX, United StatesHQ recorded Sep 5, 202611-5034 contacts →

Exact match

“Downhole Well Solutions is part of Innovex, a unique energy industrial platform.”

Recorded in the RevenueBase company graph · Sep 5, 2026 · View company records in RevenueBase

Showing 25 of 289 oil and gas machine learning companies based in the United States

See the full list, filter by size, metro and specialty, and access 35,453 tracked professional contacts with verified work emails. Direct dials are available where recorded.

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Oil and gas machine learning companies based in the United States at a glance

As of Sep 5, 2026
32.3%Verified-email coverage
13.9%Mobile-number coverage
379.6Average contacts per company
1-10Median size (employees)
31.8%Largest-city concentration · Houston
Sep 5, 2026Page data refreshed

Companies by employee count

1-10
146
11-50
111
51-200
26
201-500
4
10001+
2

Freshness & accuracy

How recently the business emails on this list were verified

Email last verified

How this list was built

The recorded descriptions help you assess these company matches. Check a company’s website for its current services and locations.

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
Company records associated with the United States whose business descriptions match “oil and gas machine learning companies” by meaning at the Exact setting. Descriptions are compiled in the RevenueBase company graph from public websites, profiles and company information where available; they are not guaranteed quotations from the company's website.
RevenueBase SmartSearch
Describe a niche company in your own words to find businesses by meaning. Exact, Similar, Related and Broad control the breadth of RevenueBase SmartSearch. This saved list uses Exact. Each row's Exact match badge shows inclusion in that search, not an individual score or a service-quality judgment.
Public preview
The public preview omits records without a verified work email. Where headquarters information is recorded, preview rows are also filtered to this page’s location. Dataset totals and geographic summaries describe the full matched records before these preview filters.
Match quality
RevenueBase's August 25, 2026 study assessed 4,198 description/company pairs across matching settings. The publisher reports 86% good or better at Exact. This evaluates the method across queries; it does not audit this individual list. Recorded company descriptions, where available, help you judge each match yourself. Read the full methodology: how the lists are built and what the study measures.
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 displayed company carries at least one verified work email. RevenueBase tracks 35,453 professional contacts with verified work emails across the full matched dataset. 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.
Record context
Company records and descriptions can change. Check the company's website for its current services and locations.

Oil and gas machine learning companies by metro

Frequently asked

What is RevenueBase SmartSearch?

RevenueBase SmartSearch finds niche companies by the meaning of their business descriptions in the RevenueBase company graph. Exact, Similar, Related and Broad control how closely companies must fit your description. This list uses Exact for “oil and gas machine learning companies”; each Exact match badge shows search membership, not an individual similarity or quality score.

How many oil and gas machine learning companies are there based in the United States?

RevenueBase identified 289 company matches for oil and gas machine learning companies associated with the United States as of September 2026, using the meaning of business descriptions at Exact. This is the recorded matched set in the RevenueBase company graph.

What is the largest company on this list?

SLB tops the displayed preview by professional contacts tracked in RevenueBase. Recorded headquarters appear in the company rows.

Which city has the most oil and gas machine learning companies?

Houston leads with 92 company records, followed by Austin (22) and Denver (15).

How do I get contact information for these companies?

A free RevenueBase account lets you run this exact search and work limited free results with 500 credits to start. Upgrading provides access to the 35,453 professional contacts with verified work emails tracked across these 289 companies; direct dials are available where recorded.

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.