Who should own a data licensing initiative: the operating partner or the deal team?

The short answer

Give the operating team ownership of a data licensing initiative and leave the board relationship and the exit story with the deal team. In practice, the operating partner or head of value creation screens the portfolio and introduces the CEO, the deal partner signs off on timing against the exit plan, and one named person holds the SourceX partner registration and follows each referral.

The initiative needs both sides because it sits on both sides of the sponsor. Inside the portfolio company it is an operating project: systems, exports, an inventory and a sponsor on the management team. At exit it is a material contract that a buyer will read in diligence.

Why the ownership question matters more in 2026

Operating teams have become a core part of how sponsors earn returns. McKinsey's Global Private Markets Report 2026 finds that multiple expansion and cheap leverage, which accounted for 59 percent of PE returns between 2010 and 2022, have faded, that operational value creation is now likely the primary source of returns, and that firms have more than doubled their operating groups since 2021. Bain's Global Private Equity Report 2026 puts buyout holding periods at exit at around seven years, up from an average of five to six years in 2010-2021.

Longer holds and larger operating groups mean more initiatives competing for the same CEO's attention. Without a named owner, a new lever such as data licensing stalls between the deal partner's board agenda and the operating partner's program list.

How deal teams and operating teams commonly split the work

Every sponsor draws the line differently, but a common split looks like this:

Who should do what for data licensing

The single-owner test

Before you call the initiative owned, check four things:

• One person can name every portfolio company screened and the result for each.
• The deal partner for each candidate has signed off on timing.
• The firm has a written answer on whether the firm or an individual receives any reward.
• Each candidate company has an authorized sponsor willing to take a short first call.

If any box stays empty, the initiative belongs to nobody yet, whatever the org chart says.

When to raise it on the sponsor calendar

For the exit-timing debate, the comparison of licensing data and selling the company sets out each sequence. If the sell-side banker raises licensing first, see whether an M&A advisor can run a data licensing process.

Which companies the operating team should screen first

Start with portfolio companies that reached 50+ full-time employees at peak (contractors excluded), have several years of documented operations, and keep records across many systems; strong candidates often run 10-15+, including archived ones. Back-office-heavy businesses in B2B software, IT services, professional services, engineering and logistics tend to screen well. The company fit checker gives a preliminary, non-binding read, and who qualifies lists the full baseline.

How the introduction runs once ownership is set

1. The named owner registers as a partner and receives a referral link.
2. The operating team screens each company and shortlists the ones that pass.
3. The deal partner confirms timing; whoever knows the CEO best sends the introduction through the referral link or the referral form.
4. SourceX qualifies the company with its sponsor and helps it build its data inventory; nobody at the sponsor touches the records.
5. The company agrees price and terms before buyers assess the opportunity, and nothing binds it until it signs.
6. The named owner reports status at the next VCP review.

What to say to the deal partner

The introduction email templates for PE operating partners cover the CEO-facing version. Because the license is a one-time payment, the one-time payment vs royalties comparison helps the portfolio CFO model it as a non-recurring item.

Rewards, fees and conflicts at the sponsor level

Partners earn 25% of the eligible platform fees SourceX actually collects from the referred company's licensing deals, capped at $100,000 per referred company, and the reward becomes payable only after the buyer pays and SourceX receives its fee. SourceX pays it from its own fee, so it is never deducted from the portfolio company's proceeds, and no reward is guaranteed.

Sponsors still need their own answer before anyone registers. Check whether the fund's LPA has fee-offset provisions that could reach payments connected to portfolio companies, decide whether the firm or an individual should be the registered partner, and have the CCO record the decision once for the whole portfolio. Read the published program terms alongside your fund documents.

This is general information, not legal, tax or financial advice. Confirm with fund counsel before acting.

When neither team should spend time on it

• The company never reached 50+ full-time employees at peak (contractors excluded).
• Client-owned material dominates the records, as is common at agencies and outsourcers, and no client consent exists.
• Most of the material is patient or consumer personal information with no authorization or de-identification in place.
• A sale process is in exclusivity and the buyer has not been consulted.
• The same records were already licensed for AI training, or nobody can export them.

Next step

Name the owner this week, have that person register as a partner, and screen the first three companies before the next VCP review. The PE operating partner page covers the wider program.