The exit story and the value creation plan: where a completed data license fits

How does the exit story grow out of the value creation plan?

The exit story is the value creation plan (VCP) retold as evidence. The VCP, written at entry, lists initiatives with owners, KPIs and an EBITDA bridge from entry to target. The exit story, told through the CIM, the management presentation and the data room, shows which of those initiatives were delivered, what the numbers now prove and what runway the next owner can still capture.

Every claim in that story gets tested. The quality of earnings provider tests the earnings, the buyer's operating advisers test the initiatives, and the buyer's counsel tests the contracts behind them. Anything that cannot survive that testing is discounted or ignored.

The testing has become sharper as the source of returns has shifted. McKinsey's Global Private Markets Report 2026 says multiple expansion and cheap leverage, which accounted for 59 percent of PE returns between 2010 and 2022, have faded, making operational value creation the likely primary source of returns. In the same report, 53 percent of 300 surveyed LPs ranked a GP's value-creation strategy among their top five selection metrics.

How do you build the exit story from the plan?

Start from the entry plan, keep what the evidence supports and label the rest as options. The finished document is often called the equity story.

1. Mark every initiative in the entry VCP as delivered, partly delivered or dropped, with the evidence for each.
2. Restate the KPIs on the definitions used at entry, and explain any definition that changed.
3. Split earnings into recurring and non-recurring, and keep one-time items out of the run rate.
4. List the remaining upside as options, each with its evidence; leave unevidenced ones without numbers.
5. Rehearse the buyer's questions with the CFO and deal counsel before the management presentation.

Why buyers discount unproven adjacencies

An adjacency that exists only as a slide asks the buyer to pay for the seller's plan. Buyers tend to treat it as upside they might capture themselves, at their own risk, and price it close to zero.

Data monetization slides are especially easy to discount. A buyer cannot tell from a slide whether the records exist, whether the company holds the rights to license them, or whether anyone would pay. A projected data licensing line inside the EBITDA bridge is the weakest version of all: it pairs an untested assumption with a one-time item presented as if it recurs. Keep it out.

How a completed license changes the story

Once a license is signed, delivered and paid, it stops being an adjacency and becomes evidence. It proves three things a slide cannot: the records existed and could be exported, the company had the rights to license them, and an AI buyer paid for them.

Timing of revenue is a separate question. Deloitte's revenue recognition roadmap explains that a license of intellectual property is assessed as either a right to use the IP as it exists when granted or a right to access it over the license period, and the answer affects when revenue is recognized. Ask the company's auditors how its specific agreement is treated before any figure goes into the CIM.

This is general information, not legal, tax or financial advice. Confirm with the company's auditors and counsel before acting.

Where the license sits in each exit document

1. CIM value creation chapter: a short paragraph stating what kind of records were licensed, to what kind of buyer, and that payment was received, with no projection attached.
2. Data room: the executed agreement, the data inventory, the rights review and the delivery confirmation.
3. Quality of earnings report: the payment classified as non-recurring, with the auditors' treatment documented.
4. Management presentation: one slide at most, with answers ready for the points in the guide to management presentation questions buyers ask.
5. Disclosure schedules: the license and its exclusivity listed wherever the purchase agreement requires; the guide to disclosing a data license in due diligence covers the drafting.

When does the license have to land to count?

A license works as evidence only if it is finished before the story is told. Work backwards from the planned launch of the sale process.

After an introduction, the sequence is qualification, the company's data inventory, one all-in price and terms, buyer review, signing, delivery and payment. Buyers typically respond within about two weeks of a company becoming deal-ready, and payment typically follows within about 60 days of invoicing once the buyer has selected the data. The inventory moves at the company's pace, so start early.

What it means for the operating partner who introduces it

Whoever owns the VCP for a company, often the operating partner or the head of value creation, is well placed to make the introduction; the head of value creation role guide covers how new levers enter that remit, and the operating partner hub covers the introduction itself.

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. Rewards become payable only after the buyer pays and SourceX receives its fee, and no reward is guaranteed. The reward is a share of SourceX's fee, so it never reduces what the portfolio company receives; check your firm's policies on fees connected to portfolio companies before registering.

Limits to keep in view

• One license is one payment. Do not extrapolate it into a run rate or a multiple.
• Exclusivity transfers with the company. The next owner cannot license the same records for AI training to another buyer during the agreed term.
• Buyers can pass. A screen, an application or a negotiation in progress is not proof; only a signed and paid license is.
• Accounting follows the contract. The structure of the agreement, not the slide, decides how the payment is recognized.

Next step

At the next VCP refresh, put the records question on the agenda for one company and run it through the company fit checker. If it passes, register as a partner and make the introduction, or have the CEO apply at sourcex.si/apply through your referral link.