Ask a recruiter which local companies have quietly doubled in size, and you will get an answer in seconds. They know who hired a first head of finance, which software firm built a support team of forty, and which founder is finally stepping back after fifteen years. That knowledge comes from relationships built over many placements, and it rarely gets used for anything else.

There is now a reason to put it to work. Established employers are sitting on years of operating records that AI developers want to license, and recruiters are often one conversation away from the people who can say yes. Make the right introduction and an agency can earn a referral fee without touching a single CV.

Why your clients' records suddenly matter

AI developers have already used much of the open web. What they need now is real-world data that shows how businesses run: support conversations from problem to resolution, workflow records, internal documents, CRM histories and engineering tickets. Very little of that is public, and many developers prefer to license it with the owner's agreement.

SourceX licenses that data directly from companies and pays them for it. The company signs with SourceX, not with an AI lab, and SourceX handles the agreement, preparation and payout. Its referral program rewards partners who introduce companies that go on to license their data.^[1] SourceX asks partners for one good introduction, not a list.

The profile you already know by heart

SourceX's sourcing profile reads a lot like a recruiter's client list. It looks for businesses that employed at least 50 full-time staff at their peak, contractors excluded, and knowledge-work companies are the strongest fit. Operating, acquired and wound-down companies can all qualify. The US is the priority market, alongside Canada and the EU, and the UK and several other markets are considered when at least 90% of the data is in English.

Recruiters see the signals first: headcount growth, new support or engineering functions, a long operating history, a leadership change that prompts a review of what the company owns. You do not need to know what sits inside a client's systems. You need to know the business is substantial and that the right person would welcome the conversation.

Not every company will qualify, and you should never imply that being a recruitment client makes a business an approved supplier. That assessment belongs to SourceX and the company.

Refer the company, never the candidate. Concept illustration.

The line you never cross: candidate data

This is the part that protects your agency. CVs, interview notes, assessments and applicant tracking records are not part of this opportunity, and they never should be. Your access to that information was granted for recruitment. It gives you no right to license it, and passing it on would put your reputation and your compliance at risk.

Removing names does not change that. The UK Information Commissioner's Office is clear that pseudonymised personal data is still personal data and remains within data protection law.^[2] The safe position is also the simple one: the referral carries a business contact and a reason for the introduction, and nothing else.

The records in question belong to the employer and describe the employer's own work. The company decides what is in scope, a rights review confirms it can license those records, and nothing is delivered until a licensing agreement and a deal confirmation are signed and SourceX gives the go-ahead.

What the referral is worth

The standard rate is 25% of what SourceX actually pays your client for its data, with a cap of $100,000 in total per company.^[3] That payout figure excludes separately itemized taxes and expense reimbursements, and SourceX pays the reward from its own pocket, so it never comes out of your client's compensation.

For illustration, a client receiving $120,000 for a licensed dataset would generate a $30,000 reward for the agency. Treat the supplier headline of up to $4M with care: it is an upper bound for the largest enterprise datasets, not a typical or guaranteed outcome, so build no forecasts on it.

The conditions matter as much as the rate. You need an approved partner account and a signed Channel Partner Agreement before making any introduction. Credit depends on a 90-day attribution window, goes to one partner per company, and can be blocked by an existing application or relationship. A lead, a meeting or a signed agreement does not trigger payment by itself. The reward becomes payable once SourceX has paid your client and the remaining conditions are met, with a deadline of 60 calendar days after the later of final acceptance and completed handoff.

How to raise it without spending goodwill

The approach that works sounds like a recruiter who knows the client, not a sales sequence. Mention that you have come across a company that licenses established businesses' records for AI training and pays them for it. Explain that the first step is a fit check with a few quick questions, no uploads and no commitment. Say plainly that you would receive a referral fee if a deal completed, and check any professional rules that apply to your agency on referral fees. Then ask whether they would like an introduction.

If they say no, the recruitment relationship carries on exactly as before. If they say yes, connect the decision maker and step back. The company describes its own systems, and it can walk away at any point before it signs, at no cost.

Start with one client, not your whole database

The temptation is to send the idea to every contact in the CRM. Resist it. Pick the one client where the fit is obvious: a knowledge-work business you have supported for years, run by someone who trusts your judgment. A single well-chosen introduction is worth more than a hundred cold ones, and it keeps your credibility intact for the next placement.

Agency owners who want to try it can review the SourceX referral program, get an approved partner account and sign the agreement. Then make one introduction you would be happy to explain to the client a year from now.

About the founder

Noah Loul is a four-time founder and the founder and CEO of SourceX, which licenses business data directly from companies for AI training and evaluation. He previously founded B2B Rocket, acquired by Blackpearl Group. His work focuses on building permission-based data infrastructure for AI.