Jan 15, 2026

Margin Over IP. AI Partnerships for PE EBITDA Growth

Margin Over IP. AI Partnerships for PE EBITDA Growth

Margin Over IP. AI Partnerships for PE EBITDA Growth

For Private Equity, the goal is durable margin expansion, not owning IP. Learn how AI workforce partnerships drive EBITDA and enterprise value.

The New Private Equity Playbook: EBITDA Expansion is the Primary Exit Lever

The private equity model is undergoing a structural transformation. For years, returns were reliably driven by financial engineering, multiple expansion, and cyclical tailwinds. That era is over. A landscape of higher interest rates, compressed valuations, and a constrained exit market has fundamentally changed the path to performance. The strategy of relying on leverage and market timing is no longer sufficient.

Market data paints a clear picture of this new reality. Global private equity-backed exit value has fallen dramatically from its 2021 peak, and activity remains subdued. This slowdown has extended holding periods and intensified liquidity pressure on limited partners, who now demand clear evidence of value creation before an exit.

In this environment, the focus has decisively shifted. The most reliable and controllable driver of value is no longer the exit multiple, but the growth of the underlying earnings. Operational value creation, once a secondary consideration, has become the dominant determinant of fund performance. Buyers, whether strategic or financial, are prioritizing assets with demonstrable EBITDA growth, scalable operating models, and defensible margins.

Cognitive Automation has emerged as the most powerful tool for achieving this operational uplift. It is a primary driver for cost reduction, margin expansion, and revenue growth that can be measured and realized within a typical holding period. Leading private equity firms are recognizing this shift and institutionalizing their approach. Many are building dedicated value creation teams to systematically identify and deploy high-impact automation initiatives across their portfolios, treating verifiable automation as a core component of their investment thesis.

The Core Objective: Owning the Margin, Not the Operational Method

As executives and operating partners move to harness intelligent automation, a critical misconception often clouds strategic decision-making. There is a prevailing belief that building and owning a custom, in-house operational capability is a strategic asset that inherently increases a company’s valuation. This thinking is a dangerous distraction from the real objective.

For the vast majority of enterprises, particularly those in sectors like healthcare, finance, or manufacturing, executing complex back-office processes is a cost of doing business, not a core competency. The strategic mission is to deliver a specific product or service, and the true asset is the ability to do so more profitably and efficiently than competitors. The durable margin expansion and operational leverage created by technology are what drive value—not the ownership of the operational function itself.

Valuation is a function of the magnitude, quality, and predictability of earnings. The value will accrue to those who own the margin, not the method used to create it. An internally-run operational department, even one powered by automation, is a depreciating asset that requires constant investment in management, maintenance, and specialized talent. It represents a cost center, not a profit center. The focus, therefore, should be on the business outcome—such as a permanent reduction in operating expenses or a step-change in processing capacity—rather than owning the function that delivers it. This alignment ensures that every investment is directly tied to improving the company's ability to execute its primary mission more profitably.

The Valuation Math: How a Digital Workforce Directly Impacts Enterprise Value

The connection between operational automation and enterprise value is not abstract; it is a direct mathematical relationship. For private companies, enterprise value is most often calculated as a multiple of its Earnings Before Interest, Taxes, Depreciation, and Amortization (EBITDA). This means that any sustainable change in profitability flows directly to the company's valuation.

Consider the direct impact of automating a complex business process. A permanent $1 million reduction in annual operating expenses, achieved through a Digital Workforce, does not just save $1 million per year. Assuming a common valuation multiple of 10-15x EBITDA, that single operational improvement can add between $10 million and $15 million to the company's enterprise value at exit. This is the tangible financial result of focusing on outcomes.

Beyond direct cost reduction, deploying a Digital Workforce creates profound operational leverage. It allows a business to scale its capacity and revenue without the traditionally proportional increase in headcount and associated costs. A Digital Workforce can process fluctuating volumes of work, operate 24/7, and execute tasks across disparate systems with perfect, deterministic consistency. This creates a more resilient, scalable, and profitable business model. Buyers and public markets reward this resilience and scalability with higher valuation multiples because the quality of earnings is perceived as more predictable and less dependent on linear growth in human capital. The result is a dual benefit: a higher EBITDA base and a more favorable multiple applied to it.

The Strategic Cost of Insourcing Non-Core Operations

While the prospect of a bespoke, internally-run automated operation is appealing, the path of insourcing is fraught with hidden risks, escalating costs, and significant delays that can undermine the entire strategic objective. The decision to build this capability internally is often made without a full appreciation for the total cost of ownership and the operational drag it creates.

Building and managing an automated operational function requires far more than an initial budget. It entails significant ongoing expenses for performance management, exception handling, and security. More importantly, it requires attracting and retaining highly specialized and expensive talent—not just developers, but operations managers skilled in overseeing a digital team. These challenges dramatically increase the risk, timeline, and cost of internal projects, with many failing to deliver their promised ROI.

Perhaps most critically, insourcing a non-core function diverts focus and capital away from the company's primary business. Every dollar and every leadership hour spent on managing a complex back-office operation is a resource not spent on improving the core product or enhancing the customer experience. The real challenge is not just building the automation, but the immense overhead of managing its performance to deliver consistent value. This forces a company to develop a competency that is ancillary to its mission, creating a strategic distraction that can erode competitive advantage.

The Partnership Advantage: Out-Tasking for Guaranteed Outcomes

There is a more direct and reliable path to achieving the operational leverage promised by automation: out-tasking the process to a specialized, managed service provider to acquire a guaranteed business outcome. This model shifts the entire paradigm from the risks of building an internal capability to the certainty of buying results.

A managed service partner like Qurrent provides custom-engineered Digital Workforces that are fully managed and purpose-built to execute complex business processes. This model eliminates the need for the customer to hire specialized talent, build and manage complex infrastructure, or oversee the day-to-day orchestration of digital workers. The responsibility for execution, performance, and delivering verifiable automation rests entirely with the partner.

This approach dramatically accelerates time-to-value. Instead of waiting years for an internal initiative to mature, a portfolio company can see a measurable impact on its EBITDA in a matter of months. For example, a firm like Roofstock can deploy a Digital Workforce to underwrite thousands of real estate assets daily—a scale of analysis that creates immense operational leverage and a durable market advantage. Similarly, a company like The AI Athletics Company can use digital workers to process and structure vast quantities of unstructured scouting data, creating a proprietary analytical edge without diverting resources from its core mission.

Crucially, a true partnership is defined by aligned incentives. Qurrent guarantees measurable outcomes and provides fully auditable systems, offering complete transparency into the Digital Workforce's performance and decision-making processes. This de-risks the investment for the portfolio company and its PE sponsor, ensuring that the engagement is relentlessly focused on the strategic goal: improving operational and financial performance to maximize enterprise value at exit.

Conclusion: Focus on Your Core Competency—Driving Value, Not Managing Process

In today’s private equity landscape, the most dependable path to a successful exit runs through operational excellence and demonstrable EBITDA growth. The era of relying on financial leverage to do the heavy lifting is over. Value must be created from within the four walls of the business.

The strategic decision for executives at portfolio companies is about identifying the fastest, most reliable, and most capital-efficient path to durable margin expansion. For most companies, the pursuit of building and managing a non-core operational function is a distraction that consumes critical resources and delays results. The real prize is owning a more efficient, scalable, and profitable operation.

Out-tasking complex processes to a managed Digital Workforce provider allows PE firms and their portfolio companies to acquire the operational leverage and financial outcomes they need to win. It allows them to focus on their core competency—running their business—while relying on an expert partner to deliver guaranteed results. This approach strengthens the asset, enhances the exit narrative, and maximizes enterprise value without the risk, cost, and delay of building a non-core competency.