A board may approve a plan for pricing, pipeline conversion, retention, and cash release. Each workstream has an owner, a target, and a projected EBITDA contribution. Then the hold period advances and the plan becomes harder to prove: the CRM says one thing, billing says another, finance closes a third version, and the board receives a carefully assembled story after the fact.

That gap has become more consequential. Bain estimates that a deal needing 5% annual EBITDA growth to reach a 2.5x return over five years a decade ago now needs roughly 10% to 12%; borrowing costs and purchase multiples have raised the burden on the business itself. Chassi's analysis of the midyear report puts the operating implication plainly: purchase multiples and financing costs are simultaneously high, leaving little tolerance for execution drift during the hold period.

A deal needing 5% annual EBITDA growth to reach a 2.5x return over five years a decade ago now needs roughly 10% to 12%

The industry has already absorbed the strategic message. In a recent ACG Middle Market Growth conversation, Insperity's Ryan Brown described operational excellence, technology, and talent strategy as the primary routes to value creation. Brown put a number on it: sponsors are targeting 60 to 70% of EBITDA uplift from revenue growth, because that creates more lasting value than cost cutting alone. Alvarez & Marsal's analysis of 239 PE exits through 2025 found that operational excellence accounted for 51% of EBITDA growth, up from 21.5% in exits prior to 2023. The same report found that 65% of respondents said less than half the value in their value creation plans had been achieved over the prior two years. Brown also named replicability as a differentiator: playbooks that shorten timelines and apply across the portfolio rather than being built fresh for every deal. That framing points directly at the execution problem those numbers describe.

Sponsors are targeting 60 to 70% of EBITDA

At execution level, operational value creation depends on a chain of evidence. A pricing initiative needs a starting price realization by customer and product, a record of the price change, evidence of adoption, and a way to see the resulting revenue in billing and cash. A pipeline initiative needs each stage definition to hold across teams, historical conversion measured against actual closed business, and a connection between forecasted ARR, bookings, billed revenue, and collections. A retention initiative needs product usage, commercial terms, renewal dates, support history, and account-team context to resolve to the same customer.

Break the chain at one point and the initiative can continue to look healthy while the economics fail to appear. Pipeline coverage can rise because stage criteria loosened. Net retention can look stable because a contracted renewal masks a shrinking deployment. Collections can appear on plan while disputed invoices accumulate in a segment that is no longer buying at the expected rate. A quarterly deck can make each metric legible in isolation while leaving the relationship among the metrics untested.

This is why the middle of a hold period deserves more attention than the kickoff. The work has moved from a discrete project to the company’s weekly decisions: which accounts receive senior attention, where sales capacity is assigned, which terms get approved, how collections are escalated, and whether forecast variance prompts an operating intervention. Bain's midyear data shows that more than 75% of buyout assets still exit above their next-to-last quarterly mark. In our read of that finding, the pattern holds when the operating view has been actively maintained through the hold period, not assembled at exit. A value creation plan needs the same continuity.

75% of buyout assets still exit above their next-to-last quarterly mark

The atomic failures are often ordinary. Customer names differ between CRM and billing. An opportunity is marked closed-won before its order form is complete. A finance team recognizes ARR according to one policy while a commercial dashboard counts contracted value according to another. A credit memo sits outside the revenue analysis. A collections exception has no visible link to the account owner who can resolve it. Each issue may seem small. Together, they make it difficult to tell whether an EBITDA bridge is a current operating fact or a forecast assembled for a meeting.

The Backstory account-tiering exercise offers a useful illustration. Its team re-tiered 141 accounts in three to four days, a process that had previously used five teams for a full quarter. The work combined Salesforce data with Amplitude usage, Jira feature requests, Slack context, and conversation history. The significant finding came during validation: feature-request volume had been treated as a negative signal, yet the highest-adopting customers generated more requests. The score had been pointing in the wrong direction for an unknown period.

That is an execution problem with direct commercial consequences. A customer-health model can steer executive time, renewal strategy, expansion capacity, and product investment. A signal that sounds reasonable can still be false. The answer is a repeatable process that tests signals against outcomes, reconciles accounts across systems, documents the calculation, and exposes the exceptions that need human judgment.

The same discipline applies to cash. Alvarez & Marsal found that 83% of operating professionals expect working capital and cash management to become more important over the next twelve months. The number becomes actionable when the company can trace delayed cash to a specific handoff: a missing purchase order, an invoicing lag, a disputed charge, an approval queue, or a collections workflow. Working-capital analysis that stops at DSO leaves the owner of the next action unclear.

83% of operating professionals expect working capital and cash management to become more important over the next twelve months

Operational value creation therefore needs a maintained operating view: one that resolves pipeline conversion to closed ARR, ARR to billed revenue, and billed revenue to cash; one that makes data reconciliation a continuous management responsibility; and one that keeps customer, commercial, and cash signals available at the cadence decisions are made. It creates a shared baseline for pipeline velocity, revenue leakage, working capital, and customer analytics, with enough lineage to withstand a board discussion or a quality-of-earnings review.

The specific observation is simple: a value creation plan is real only when the number on a board slide can be traced, at any time, to an owner, a transaction, and a next action. Chassi is the operating intelligence platform PE-backed companies use to move toward a successful exit. See sample findings

Source attribution: ACG Middle Market Growth · Bain & Company Global PE Report 2026 · Chassi’s Bain PE Midyear 2026 analysis · Alvarez & Marsal PE Value Creation Report 2026 · SaaStr Backstory case study