# Revnu for AI training data: source data from legacy companies

> Revnu is your AI growth hire. It finds customers, runs email and LinkedIn outreach, manages paid ads, and publishes content for Google and AI search.

Canonical: https://revnu.com/for/ai-training-data

**Revnu finds the companies sitting on your data. You sign the licence.**

It finds old companies with decades of records, reads their filed accounts and reaches the owner with a licensing offer. You approve every send.

- It finds companies by age, size and industry: oil and gas, manufacturing, publishing.
- It reads filed accounts and owner age, so shrinking firms and retiring owners rank first.
- It finds the owner's work email and writes to each one about their own archive.

From $99 a month. No contract. Cancel anytime.

## What Revnu found (real companies, researched 2026-11-08; emails hidden)

### By Sector

> We license operating records to train AI models. Find US oil and gas companies founded before 1990 with 20 to 200 people.

Found 1,644 companies that match. The 8 best fits, scored on size and years in business.

| Fit | Company | Sector | HQ | Employees | Founded |
|---|---|---|---|---|---|
| 84 | Star Oilco | Oil and Gas | Portland, Oregon | 134 | 1936 |
| 83 | Highland Tank | Oil and Gas | Stoystown, Pennsylvania | 142 | 1946 |
| 83 | RKA | Oil and Gas | Romulus, Michigan | 139 | 1956 |
| 83 | Boyett Petroleum | Oil and Gas | Modesto, California | 139 | 1940 |
| 83 | Amber Resources | Oil and Gas | Long Beach, California | 138 | 1930 |
| 83 | Sturgeon Services International, Inc. | Oil and Gas | United States | 138 | 1927 |
| 83 | BISSO MARINE | Oil and Gas | Houston, Texas | 137 | 1890 |
| 83 | Exline, Inc. | Oil and Gas | Salina, Kansas | 137 | 1872 |

### By Funding

> Which oil and gas companies took private equity in the last two years? New owners look for revenue from what the company already holds.

22 raised in that window. The 8 best fits, newest money weighted highest.

| Fit | Company | Round | Amount | Raised | Employees |
|---|---|---|---|---|---|
| 95 | Atalco Gramercy | Private equity | $350M | Aug 28, 2026 | 133 |
| 89 | DISA Uranium | Private equity | $105M | Aug 4, 2026 | 43 |
| 88 | Midstream Valve Partners | Private equity | $39M | Aug 18, 2026 | 52 |
| 87 | Cleco | Private equity | $175M | Apr 27, 2026 | 933 |
| 87 | Producers Midstream | Private equity | $200M | Oct 8, 2025 | 103 |
| 86 | GMT Exploration Company | Private equity | $114M | May 8, 2026 | 36 |
| 81 | Aspen Midstream | Private equity | $200M | Sep 9, 2025 | 34 |
| 79 | NVI, LLC (Nondestructive Visual Inspection) | Private equity | Undisclosed | Feb 17, 2026 | 385 |

### Growth Signals

> Who is hiring a records manager or archivist right now? Someone is already sorting the archive.

68 matching job posts in the last 60 days. The 8 companies with the strongest signal.

| Fit | Company | Signal | Posted | Employees |
|---|---|---|---|---|
| 86 | Craig Technologies | Hiring: Research Data Archivist | Oct 21, 2026 | 259 |
| 85 | LifeNet Health | 3 open roles: Production Records Quality Specialist, OB - Bayside | Oct 9, 2026 | 1,377 |
| 81 | Valley Water | Hiring: Supervising Program Administrator - Records and Information Management | Oct 19, 2026 | 1,102 |
| 81 | SiEnergy | Hiring: Regulatory Records and Reports Specialist | Oct 16, 2026 | 110 |
| 80 | Central Hudson | Hiring: Records & Information Management Analyst | Oct 13, 2026 | 847 |
| 80 | Millstone Medical | Hiring: Records Management Specialist | Oct 1, 2026 | 377 |
| 79 | TXU Energy | Hiring: Records Management & Document Control Clerk | Oct 11, 2026 | 1,077 |
| 78 | Puget Sound Energy | 2 open roles: Records Specialist | Oct 9, 2026 | 3,156 |

### Enrich Contacts

> Find the owner or an executive at each, with a verified work email.

Checked 21 decision makers. 8 have a verified work email at their current company; emails stay hidden here.

| Company | Name | Title | Email | Status |
|---|---|---|---|---|
| Valley Pacific Petroleum Services Inc. | Nathan Crum | President / CEO | n•••@valleypacific.com | Verified |
| Duncan Oil | Michele Smith | Chief Financial Officer | m•••@duncan-oil.com | Verified |
| Boyett Petroleum | Vanessa Midgley | Chief Financial Officer | v•••@boyett.net | Verified |
| Exline, Inc. | Rob Exline | CEO | r•••@exline-inc.com | Verified |
| Sturgeon Services International, Inc. | Martin Piplits | Chief Financial Officer | m•••@sturgeonservices.com | Verified |
| Clipper Petroleum | Haley Bower | Chief Marketing Officer | h•••@clipperpetroleum.com | Verified |
| Wilcox + Flegel Oil Co. | Aaron Wilcox | Chief Executive Officer | a•••@wilcoxandflegel.com | Verified |
| Masoneilan Control Valves | Rachna Bedi | Senior Director - OFSE Finance Transformation, Digital and Technology | r•••@bakerhughes.com | Verified |

## Selling to this industry instead?

- [Find AI training data buyers](https://revnu.com/find/ai-training-data)
- [Legacy archives play](https://revnu.com/docs/play-legacy-data-archives)
- [Revnu for Video data](https://revnu.com/for/video-data)
- [Revnu for Speech data](https://revnu.com/for/speech-data)
- [Revnu for Robotics data](https://revnu.com/for/robotics-data)
- [All industries](https://revnu.com/for)

## FAQ

### Which teams is Revnu for?

AI labs, data vendors and data brokers who license text, documents, images or records from companies that already hold them. Revnu builds the list of holders, qualifies each one and runs the owner outreach.

### How does it find companies with valuable data?

By the kind of company and how long it has run: oilfield services firms with decades of well records, trade publishers with back issues, manufacturers with engineering drawings. Revnu searches 200 million+ companies by industry, size, founding year and location, then reads each website to confirm what it likely holds.

### Can it find companies that are shrinking or whose owner is retiring?

Yes, where the record is public. Revnu reads filed accounts at registries that publish them, such as Companies House in the UK, and notes turnover, profit trend, net assets, debt and directors' ages. It also reads insolvency notices. It states each signal as the filing shows it, such as "filed a loss two years running", so you can check it before anything goes out.

### Does it find phone numbers too?

Revnu finds the owner's verified work email, their LinkedIn profile and the company's own phone number from its website or registry listing. It writes the email and LinkedIn messages; calls stay with you.

### Does Revnu negotiate the licence?

No. Revnu finds the companies, qualifies them, reaches the owner and books the call. Pricing, rights and the contract stay with you and your counsel. Revnu keeps the follow-ups going and records every reply on the lead.

### How do I get started with Revnu for AI training data?

Sign up at revnu.com/sign-up and give Revnu your website. It confirms who buys from you, then does its first piece of work, usually a list of companies that fit and a first email for you to approve. The step-by-step guide is at revnu.com/docs/get-started, and revnu.com/docs/find-leads explains how Revnu finds and checks each company.

### Are the companies in the demo real?

Yes. The companies, counts, funding and headquarters are a dated snapshot of the data Revnu searches: company, funding, job-post and people data from third-party providers, plus the public web. The people and companies in the buyers example are made up, because we don't publish real people's contact details.

### Does Revnu send anything without me?

Only what you allow. Three steps, in order. First, your first sequence waits for you to read and approve it. Then Settings > Agent > What Needs Your Approval decides: on Pro, a new sequence starts on its own and its steps send without asking each time, while one-off emails, LinkedIn invites and LinkedIn messages ask first. Switch any of them either way. And whatever you set, replies to prospects, spend, budgets, booking links and new inboxes always wait for your yes.

### How fast does it start?

Revnu prepares its first piece of work, such as a list of buyers or a blog draft, within minutes of starting. Email from your own Gmail or Outlook can go out the same day; new sending inboxes Revnu buys warm up first, which takes days to weeks.

### What does it cost?

Pro is from $99 a month, with no minimum term, and you can cancel from billing settings. Sending domains, inboxes and lead data are included. Ad spend is billed by the ad platforms to your own accounts. If you want Revnu's team to run it with you, Managed is priced on a call.

## Machine-readable resources

- LLM index: https://revnu.com/llms.txt
- Full LLM context: https://revnu.com/llms-full.txt