How a specialty lending and data-marketing group built an EBITDA bridge that could survive outside scrutiny — before they needed one
Industry: Specialty finance, insurance, and data marketing
Engagement: Embedded finance & accounting partnership, ongoing since 2018
The moment that mattered: Scaling from ~$20M to ~$80M in revenue while preparing, for the first time, to let outside parties look at the numbers
The problem: growth outran the paper trail
For years, this client’s finance function was built for one audience: itself. Reporting existed to run the business day to day — close the books, track cash, keep vendors paid. Nobody outside the company had ever needed to independently verify what “profit” meant here.
Then growth changed the question being asked.
As the business scaled roughly fourfold — from around $20 million to nearly $80 million in revenue — leadership began exploring ownership dilution, outside investment, and ESOP structures. Each of those conversations comes with the same opening move from the other side of the table: show me the adjusted EBITDA bridge from your statutory net income, and show me who built it
That question is where most growing, founder-led businesses discover a gap. The number they’ve always reported internally — the one management trusts, the one the bank is used to seeing — isn’t automatically the number a merchant banker, an investor, or a buyer will accept. Add-backs that were never documented. Normalization adjustments made once, verbally, and never repeated the same way twice. A number that is directionally right but has never been pressure-tested by anyone with an incentive to find the hole in it.
This client had never had to build that bridge. They were about to need one.
The approach: build the adjusted EBITDA bridge before someone else does
Rather than scrambling to construct an EBITDA story for a specific deal, the finance team treated earnings credibility as infrastructure — something to build once, correctly, and maintain, not something to assemble under deadline pressure.
That meant:
- Formalizing the adjustment methodology. Every add-back and normalization the business relied on internally was documented, sourced, and made repeatable — so the same number would hold up whether it was recalculated this quarter or in eighteen months.
- Supporting merchant banker and third-party valuation work directly. Rather than handing over a spreadsheet and hoping it survived questions, the finance team sat inside the valuation process, producing financial working papers and management reporting built to institutional, not internal, standards.
- Extending the objective past compliance. The goal wasn’t a clean audit opinion — it was reporting credibility: numbers that could be handed to a stranger with an incentive to poke holes in them, and survive.
This didn’t happen as a one-time sprint. It sat on top of years of disciplined groundwork — weekly financial governance, accurate closes, and reporting maturity that had already been built into the business well before anyone asked for an EBITDA bridge specifically. That’s the part that’s easy to miss: by the time the question showed up, the answer wasn’t a scramble. It was a byproduct of habits already in place.
The result
The business entered ownership and investment conversations with a documented adjusted EBITDA bridge from statutory net income to adjusted EBITDA that had already been built, documented, and defended — not one assembled the week diligence started.
- No last-minute clean-up sprint before valuation discussions began.
- Reporting that held up under merchant banker and third-party scrutiny on the first pass.
- A finance function that could answer “who built this number, and when” with a paper trail — not a shrug.
The broader engagement scaled the finance function fourfold alongside the business itself, without a heavy ERP migration — but the earnings-quality piece is the one that mattered most the moment outside money entered the conversation. It’s the difference between a number you believe and a number you can prove.
The question this raises for your business
If a buyer built their own bridge from your ledger tomorrow, would it match the one you present? Who built yours, and when?
If your adjusted EBITDA has never been written down — documented, sourced, and repeatable — it isn’t a number yet. It’s a hope.
Score your bridge. Thirty minutes, no preparation needed.
