Why Your Portco Can't Tell You What Good Looks Like

April 16, 2026 · Alex Escoriaza
private-equitybenchmarkingportco-operationsvalue-creationknowledge-gap
Why Your Portco Can't Tell You What Good Looks Like

Your portco CEO tells you margins are “industry standard.” Your operating partner thinks they should be three to five points higher. The CEO pulls up a trade association report. The operating partner pulls up comps from the last four deals. They’re looking at different numbers, defining “margin” differently, and neither has enough context to know who’s right.

This isn’t a fight about margins. It’s a fight about something deeper: one side has seen this situation dozens of times, and the other is seeing it for the first time.

The Knowledge Asymmetry Nobody Talks About

PE firms accumulate pattern recognition the way compound interest accumulates wealth. Every deal, every board meeting, every operating review adds to a dataset no single portfolio company can replicate. After fifty investments, you know what “good” looks like for a $30M manufacturer’s gross margins. You know what “normal” churn looks like for a regional services business. You know because you’ve seen the range.

Portfolio companies haven’t. They’re not stupid. They’re operating in a sample size of one.

A CEO who built a business from $5M to $40M knows their company cold. They can tell you which customers are profitable, which production lines run hot, which salespeople close. What they can’t tell you is how their operational metrics compare to 200 other companies in their size range and industry. They’ve never had reason to know. The business grew. It worked. “Industry standard” was good enough when the only person you were accountable to was yourself.

Until someone with pattern recognition from a hundred deals showed up and started asking questions the CEO had never faced. Why is your gross margin 400 basis points below the median for your subsector? Why does your customer acquisition cost look healthy on a blended basis but terrible when you segment by channel?

These aren’t gotcha questions. They’re the kind of questions you can only ask when you’ve seen the range.

Why the Gap Persists

If this were purely an information problem, you could solve it with a PDF. Send the portco a benchmarking report. Done. But the gap persists because it’s structural, not informational.

Pro forma numbers create a false floor. Every deal model includes pro forma adjustments — cost synergies, revenue assumptions, operational improvements that “should” materialize in twelve months. The model says EBITDA should be $8M after adjustments. Trailing EBITDA is $5.5M. That $2.5M gap is supposed to close through improvements the portco hasn’t benchmarked, using metrics they haven’t defined. John Stewart, founder and managing partner of MiddleGround Capital, puts it bluntly: “I can tell you 100 percent that the pro forma adjustments never flow through at 100 cents on the dollar.” The portco measures itself against a baseline that doesn’t exist yet. The PE firm compares actual performance against companies that have already been through this process. Two different scorecards, same boardroom.

Portcos self-report without context. When you ask a portco CEO “how are things going,” you get their version of the story. Not because they’re dishonest — because they genuinely don’t know what they don’t know. They’ll tell you customer retention is “strong” at 85% because it’s better than two years ago. They have no idea that best-in-class for their segment runs at 93%, or that losing 15% of customers annually means replacing $6M in revenue just to stay flat.

This is the core visibility problem. The numbers exist, but without comparative context, they’re just numbers. Output without outcome. A dashboard full of green indicators that don’t tell you whether you’re winning or losing.

The Monday morning problem. Strategy decks get built. Quarterly plans get presented. The value creation plan has a section titled “Operational Excellence” with specific margin targets. Everyone agrees it looks great. Then Monday morning arrives, and nobody on the ground floor knows what to do differently. The plant manager didn’t attend the strategy offsite. The regional sales lead hasn’t seen the benchmarking data. Knowing your labor cost per unit should be $4.20 instead of $5.80 is useless if the shift supervisor doesn’t know what levers to pull.

Eliot Kerlin, founder and managing partner at Broadwing Capital, says it plainly: “It’s hard to manage a business without data, without numbers. You can’t manage what you can’t measure.”

But you can’t measure what you haven’t defined. And most portcos haven’t defined the metrics that actually matter for their stage and strategy.

The Isolation Factor

Here’s the part that doesn’t make it into board decks: it’s lonely to not know what you don’t know.

A portco CEO in year one post-acquisition is managing more complexity than they’ve ever faced. New reporting requirements. New stakeholders. New capital structure. And underneath all of it, a nagging suspicion that everyone else in the room has context they don’t. The PE partner references “what we saw at our last manufacturing platform.” The operating advisor mentions metrics from a comparable company. The CEO nods and moves on, because asking “what are those metrics?” feels like admitting you don’t belong.

This isn’t weakness. It’s math. The PE firm has exposure to dozens of operating models across years. The CEO has exposure to one. Pretending the gap doesn’t exist helps no one.

The best PE firms understand this. They don’t expect portcos to “figure it out.” They build systems to transfer the pattern recognition. The gap closes when someone bridges it intentionally.

What “Knowing Good” Actually Looks Like

It’s not a binder full of benchmarks. It’s a way of operating.

Defined metrics with external context. Your gross margin isn’t just a number in your financials. It’s a number you can place on a spectrum for your industry, size, and stage. You know where you sit. You know what top-quartile looks like. You know the specific levers that move it. If you can’t see your own operational data clearly, you can’t benchmark it against anything.

The Monday morning test. Can your shift supervisor, your regional manager, your sales team lead describe the three metrics that matter for their function — and tell you what they’re doing this week to move them? If the answer is no, your benchmarks are decorative. Brooke Ablon, co-founder and partner at Fort Point Capital, captures this: “Proactive management versus reactive management… best management teams understand their business at a granular level.” That granularity separates knowing good from assuming good.

A shared language between PE and portco. When the operating partner says “customer retention,” the CEO should mean the exact same thing. Same calculation. Same time period. Same segment definition. The definition problem is the silent killer of benchmarking — everyone thinks they’re measuring the same thing, and nobody checks.

A culture of comparison, not competition. Benchmarking isn’t about making the portco feel bad. It’s about giving them the context their sample size of one can never provide. The companies that close the gap fastest treat benchmarks as navigation tools, not scorecards.

Closing the Gap

Think back to that boardroom. The CEO with “industry standard” margins. The operating partner with comps from four deals. Two people talking past each other because one has context the other doesn’t.

Now imagine the same conversation with shared benchmarks. Same definitions. Same methodology. External comps for their exact segment and stage. The CEO isn’t defending “industry standard” anymore. They’re asking: what would it take to move from the 40th percentile to the 65th? What did the other companies do?

That’s the conversation that creates value. Not the argument about whose numbers are right — the shared understanding of what good looks like, and a plan someone can execute on Monday morning.

The knowledge gap between PE and portcos isn’t a flaw. It’s a feature of the structure. PE accumulates pattern recognition. Portcos operate in isolation. The gap closes when someone builds the bridge — with real data, clear definitions, and the kind of context that turns “industry standard” into a specific target with a specific plan.


Alex Escoriaza helps PE-backed companies close the knowledge gap between what PE knows and what portcos can see. Reach out.

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