How to increase exit valuation in private equity: sort every lever by type

The short answer: value moves through three channels

Exit value comes from earnings a buyer accepts after diligence, the multiple the buyer applies to them, and cash and other proceeds that change what equity holders take home. Every initiative in a value creation plan moves at least one of those channels, and the fastest way to raise exit value is to know which one each initiative moves, then fund the ones a buyer will actually credit.

The mix matters more than it used to. McKinsey's Global Private Markets Report 2026 says multiple expansion and cheap leverage, which accounted for 59 percent of private equity returns between 2010 and 2022, have faded, leaving operational value creation as the likely primary source of returns. In practice that means earnings that survive a quality of earnings review, and evidence that lowers a buyer's perceived risk.

Before you start

• A valuation bridge. Entry value, today's implied value and the target at exit, split into earnings, multiple and net debt.
• Numbers a QoE provider would accept. If adjustments are still being argued internally, fix that first.
• A buyer universe hypothesis. Strategic acquirers and sponsors weight different levers.
• A complete initiative list. Every live and proposed project, including ones nobody expects to matter.

Step by step: sort, prioritize and prove

1. Tag every initiative E, M or P. Earnings (changes LTM EBITDA), multiple (changes a buyer's view of growth durability or risk) or proceeds (changes cash at closing). Anything that moves none of the three is not a valuation lever, however worthwhile.
2. Rank earnings levers by when they reach LTM. A price increase realized nine months before launch is worth far more than a larger one realized after it. Run-rate savings that have not yet hit the P&L will be haircut.
3. Test each multiple lever against evidence. Recurring revenue mix, customer concentration, management depth and clean diligence all move the multiple, but only when a document proves the claim. Drop multiple claims that are narrative only.
4. Add proceeds levers deliberately. Working capital discipline, the sale of non-core assets and one-time payments such as a data license raise what equity holders receive without depending on the multiple.
5. Screen the portfolio for a records asset. Run each company through the company fit checker, treating the result as an early indication rather than an approval, and introduce the ones that pass.
6. Build the evidence pack. Match every lever claimed in the CIM to a data room document and a named owner who can defend it.
7. Agree treatment before launch. Settle with the QoE provider and auditors which items sit in adjusted EBITDA and which are one-time.

Exit levers by type

How do you close a valuation gap before or during a sale?

A valuation gap, sometimes called the bid-ask spread, is the distance between the price a sponsor wants and the price buyers will pay. Match the lever to the reason for the gap, because a lever of the wrong type does nothing to it.

A data license rarely closes a gap on its own. It adds a separate proceeds line and an evidence point, and it does not change the earnings or risk a buyer is pricing.

Where a data license fits, and where it does not

A data license gives the company one all-in payment for licensing its operational records to AI developers, typically within about 60 days of invoicing once a buyer selects the data. It is a proceeds lever: cash in the company that does not depend on the exit multiple. In a cash-free, debt-free sale the price is usually adjusted for cash left in the company, but the treatment depends on the purchase agreement, so confirm it with deal counsel. It is also an evidence lever, because a completed inventory or signed license is a verifiable answer when buyers ask what AI-relevant assets the company holds; the AI readiness guide for exits covers that side.

It is not a multiple lever and it is not recurring revenue. Keep it out of adjusted EBITDA and show it separately in the bridge.

Timing of revenue recognition is a question for the company's auditors. Under ASC 606, the accounting for a license of intellectual property depends partly on whether it grants a right to use the IP as it exists or a right to access it over the license period (Deloitte's revenue recognition roadmap, section 12.4), so the structure of a specific license can change when revenue is recognized. This is general information, not legal, tax or financial advice. Confirm with your own auditors and advisers before acting.

A buyer of the company will also want to know that title to the records never moved, and how long the licensee's exclusive AI-training rights still run.

Common mistakes when chasing exit value

Example: sorting a plan by lever type (Illustrative)

Illustrative and fictional. An operating team reviews a 300-person engineering services company two years before its target exit. Seventeen initiatives sit in the plan. Sorting them shows eight earnings levers, six claimed multiple levers and three proceeds levers.

Two of the multiple claims have no supporting document and are dropped from the CIM outline. A records review finds 12 systems with eight years of project, ticket and approval history that the company created itself. The CEO decides to explore a license as a proceeds lever, the operating partner makes the introduction, and the bridge shows any license payment on its own line, apart from EBITDA and the multiple.

How an operating partner runs the screen

A portfolio-wide pass takes one screen per company against the SourceX baseline: a US business with 50+ full-time employees at peak (contractors excluded), a documented operating history of several years, records held in many separate systems, the right to license them, and an owner, CEO, CFO or authorized representative ready to sponsor the process. The head of value creation guide shows where this fits in a portfolio review, and the exit readiness checklist adds the records section to pre-launch work. For owners with no planned exit, the comparison of permanent capital and private equity explains how the same license reads without a sale.

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; an introduction, meeting or signed agreement alone does not trigger payment, and no reward is guaranteed. Check fund documents and your firm's conflicts policy before accepting a reward linked to a portfolio company; the guide to management fee offsets and referral income covers the question.

Next step

Tag the current plan of one portfolio company E, M or P this week and see how many proceeds levers it has. Where a records asset looks likely, register as a partner before the next board meeting so the introduction carries your referral credit; the CEO can also use your link to apply at sourcex.si/apply. Running referrals across a whole fund is covered on the private equity operating partners page.