Company lists · Data refreshed September 2026
Top 25 Oil and gas machine learning companies based in the United States
RevenueBase identified 289 oil and gas machine learning companies headquartered in 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 oil and gas machine learning companies 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.
The 25 largest oil and gas machine learning companies based in the United States
Ranked by team size| # | Company | Contacts | |||
|---|---|---|---|---|---|
| 1 | SLBIndirect evidence | 76,561 | |||
“SLB is a global technology company that has driven energy innovation for more than a century.” Source: company website · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
| 2 | 29,577 | ||||
“NOV delivers technology-driven solutions to empower the global energy industry.” Source: company website · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
| 3 | Flotek Industries, INCIndirect evidence | 238 | |||
Source: company website · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
| 4 | DiversifiedIndirect evidence | 178 | |||
“Diversified collaborates with our business partners to lower finding and development costs, decrease the risk profile, increase reserves, and to improve capital efficiencies and…” Source: company website · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
| 5 | Impac Exploration ServicesIndirect evidence | 98 | |||
“Impac Exploration Services, Inc.” Source: company website · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
| 6 | Project CanaryIndirect evidence | 93 | |||
“Project Canary is an operational intelligence company focused on energy infrastructure.” Source: company website · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
| 7 | Stratagraph Energy GroupIndirect evidence | 91 | |||
“Stratagraph is a pioneer in the mud logging industry.” Source: company website · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
| 8 | 86 | ||||
“Welligence is a pioneering energy analytics firm leveraging cutting-edge machine learning to revolutionize the oil and gas analytics landscape.” Source: company website · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
| 9 | 75 | ||||
“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.” Source: company website · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
| 10 | 74 | ||||
“ComboCurve is a industry leading cloud-based software solution for A&D, reservoir management, and forecasting in the energy sector.” Source: company website · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
| 11 | 74 | ||||
“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…” Source: company website · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
| 12 | Raisa Energy LLCStrong evidence | 74 | |||
“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…” Source: company website · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
| 13 | 72 | ||||
“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, 2026Thanks. The Data Team will review it. | |||||
| 14 | 69 | ||||
“Since 2007, QRI has been creating value by focusing on our client's most important assets - their reservoirs.” Source: company website · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
| 15 | Lumina GeophysicalIndirect evidence | 69 | |||
“Lumina is a leading geophysical services solutions and software provider, specializing in innovative tools for subsurface data analysis in the energy industry.” Source: company website · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
| 16 | ThinkonwardIndirect evidence | 61 | |||
“The energy industry runs on decisions.” Source: company website · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
| 17 | 59 | ||||
“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…” Source: company website · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
| 18 | NobleaiIndirect evidence | 55 | |||
“NobleAI is a Science-Based AI platform that predicts complex systems, helping companies accelerate discovery, improve product and asset performance, and drive measurable…” Source: company website · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
| 19 | 55 | ||||
“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: company website · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
| 20 | 49 | ||||
“Founded in 2014, Tachyus is a leader in operational optimization for the oil and gas industry.” Source: company website · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
| 21 | Inerg, INCStrong evidence | 41 | |||
“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…” Source: company website · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
| 22 | 39 | ||||
“Drilling Improvements with AI and machine learning.” Source: company website · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
| 23 | NeuralogStrong evidence | 37 | |||
“Neuralog provides practical and intuitive solutions for the oil and gas industry.” Source: company website · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
| 24 | 34 | ||||
“C&C Reservoirs has been a trusted provider of Analogue Intelligence since the mid-1990s.” Source: company website · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
| 25 | 34 | ||||
“Downhole Well Solutions is part of Innovex, a unique energy industrial platform.” Source: company website · checked Sep 5, 2026Thanks. The Data Team will review it. | |||||
Showing 25 of 289 oil and gas machine learning companies based in the United States
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Oil and gas machine learning companies based in the United States at a glance
As of Sep 5, 2026Companies by employee count
Verified emails by last verification
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 oil and gas machine learning companies, 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 “oil and gas machine learning companies”. 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 oil and gas machine learning companies, 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, 35,453 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.
Oil and gas machine learning companies by metro
- Oil and gas machine learning companies in Houston92
Frequently asked
How many oil and gas machine learning companies are there based in the United States?
RevenueBase identified 289 oil and gas machine learning companies 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?
SLB, headquartered in Houston, tops this list with the largest team on record.
Which city has the most oil and gas machine learning companies?
Houston leads with 92 headquartered companies, 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 the top results, verified emails and direct dials included. Upgrading unlocks all 35,453 verified decision-maker contacts tracked across these 289 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.
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