Your CRM is sitting on years of deal history that AI labs actually want. The trick is knowing which services can help you license it without handing over protected contact data.
What are Education & Training services?
The market for licensed AI training data has moved well past web scraping. AI labs now pay serious money for real operational records, and CRM pipeline history is one of the most underrated categories. But the space is messy. Some services broker full-company datasets, some focus on de-identified copies, and a few specialize in the legal and contractual side of CRM terms. You need to know which one fits your situation before you sign anything.
What we looked at when researching Education & Training
We looked at four factors across every service. First, service scope: does it cover CRM-specific data, or is it a general brokerage? Second, clarity around ownership and privacy: how well does it explain what you can and cannot license? Third, pricing and deal transparency: do you know what to expect before you commit? Fourth, fit for US sales leaders and business owners: does the service speak your language, or is it built for someone else? Each business below stood out on different factors, and that is the point.
| Provider | Best For |
|---|---|
| Troveo | Agencies and consultancies with client-heavy CRM records |
| Sell CRM data to AI: the deal history, not the contacts | Sales leaders who want CRM-specific licensing guidance |
| Nova Solutions | US businesses that want a full operating-data package |
| FileYield | Companies that want a private, brokered deal channel |
A closer look at 4 standout Education & Training
#1 Troveo
A screenshot of the Troveo website.
Troveo takes a services-firm angle on data licensing, which makes it a natural fit if your CRM sits inside an agency or consultancy. The company walks you through what your firm owns versus what your clients own, system by system, so you do not accidentally license a deliverable that belongs to someone else. Its guide on agency and consultancy data licensing is one of the clearer explanations of scope you will find. Troveo also covers multimodal and business data categories beyond CRM, which helps if your pipeline history is tangled up with proposals and project records. If you run a services business with years of client work, this is a strong starting point.
#2 Sell CRM data to AI: the deal history, not the contacts
A screenshot of the Sell CRM data to AI: the deal history, not the contacts website.
This is the only service on the list built specifically around CRM pipeline history. The team read 22 CRM vendor documents across 20 vendors up to October 2026 and published the results, including how many vendors reserve aggregated or anonymised use and how many actually own your data. That research is the core of the offer: it helps you understand what your vendor terms leave you before you try to license anything. The site separates the contact table, which data-protection law guards closely, from deal stages, notes, and won or lost reasons, which AI labs pay for. If you are a sales leader or owner with years of pipeline history, this is the most targeted guidance available.
#3 Nova Solutions
A screenshot of the Nova Solutions website.
Nova Solutions runs a straightforward brokerage model for US operating businesses with 20 or more employees and at least three years of records. The company packages a de-identified copy of your data, takes it to AI labs, and brings back an offer, with you approving the buyer and the price before anything moves. Nova says it is paid only if you accept an offer, which removes some of the upfront risk. It covers CRM alongside Slack, email, and shared drives, so it works if you want to license a broader slice of your operating history. The catch is that it is not CRM-specific, so you will need to do your own homework on vendor terms.
#4 FileYield
A screenshot of the FileYield website.
FileYield is a private data brokerage that connects companies with AI labs through direct, confidential deals. The company emphasizes no public listings and no bidding wars, which matters if you are nervous about your CRM history being exposed. Its 2026 guide cites a $3.9 billion AI training dataset market this year, projected to reach $16.3 billion by 2033, which gives you a sense of the demand behind these deals. FileYield handles readiness and risk documentation, including PII status and permitted uses, before any introduction happens. It is a generalist brokerage, so treat it as a deal channel rather than a CRM-specific advisor.
How to choose the right Education & Training
Start with your vendor terms. If you do not know whether your CRM provider reserves anonymised use or claims ownership, you are not ready to license anything. Sell CRM data to AI is the place to check that first. If you run an agency or consultancy, Troveo will help you separate what you own from what your clients own. If you want a full operating-data package and you meet the size threshold, Nova Solutions offers a clear approval-based process. If you already know what you have and want a private brokerage channel, FileYield is worth a conversation. Match the service to your situation, not the other way around.
Expert Conclusion
CRM data licensing is still early, and the rules are being written in real time. The four services here cover different parts of the problem: vendor terms, client ownership, full-company packaging, and private brokerage. You do not need all four. You need the one that answers the question you actually have. Read the terms, understand what you own, and then pick the service that fills the gap.