The Deal Had a Clean QoE. Six Months Later, Technology Became the Biggest Problem.
The investment committee was comfortable.
The Quality of Earnings (QoE) was clean. Revenue was validated. EBITDA adjustments were understood. The management team had a compelling growth story, and the investment thesis appeared sound. From a traditional diligence perspective, the opportunity looked attractive.
The deal closed.
Six months later, technology became the biggest obstacle to execution.
A planned integration was behind schedule. Reporting across business units lacked consistency. Growth initiatives were slowed by systems that were never designed to scale. Critical processes relied on a handful of employees who held years of institutional knowledge. What appeared to be operational friction was actually years of accumulated technical debt finally becoming visible.
The surprising part is that none of these issues were new. They existed before the acquisition. The challenge was that they were never fully visible through the lens of traditional diligence.
This scenario is more common than many sponsors realize. Technology rarely prevents a deal from closing, but it frequently determines how successfully the investment thesis is executed afterward.
Why These Issues Are Often Missed
Traditional diligence is designed to help investors understand historical performance. Quality of Earnings (QoE) has become a standard component of the transaction process because it validates revenue, normalizes EBITDA, identifies financial risks, and provides confidence in the quality and sustainability of earnings.
The challenge is that investment success is not determined solely by what happened in the past. It is determined by what happens next.
- Can the platform support growth?
- Can acquisitions be integrated efficiently?
- Can management execute the value creation plan?
- Can the organization scale without significant additional investment?
- Can the business withstand buyer scrutiny at exit?
These questions are often difficult to answer through traditional financial diligence alone. Yet they frequently determine whether a sponsor can successfully realize the value creation objectives embedded within the investment thesis.
“Technology is no longer a sub-bullet of operational diligence. It is the foundation of the investment thesis.”
— Michael C. Fillios
A Clean QoE Does Not Guarantee Successful Execution
Strong financial performance and successful execution are not always the same thing.
A company can generate attractive EBITDA while carrying significant technology-related risks beneath the surface. Critical systems may struggle to support future growth. Architecture may not be capable of absorbing acquisitions. Data may be fragmented across multiple platforms. Technology leadership may be concentrated in a single individual. Years of underinvestment may remain hidden beneath otherwise acceptable operating results.
Because these conditions often have little impact on historical financial performance, they can remain largely invisible during diligence. Once the sponsor begins executing the value creation plan, however, those same issues can become operational constraints that slow growth, delay integrations, increase costs, and create unnecessary execution risk.
This is why technology frequently emerges as one of the most significant challenges during the hold period. At that stage, investors are no longer evaluating what the business accomplished historically. They are relying on the business to deliver what was promised in the investment thesis.
Technology Is the Foundation of the Investment Thesis
Most private equity investment theses depend on one or more of the following objectives:
- Accelerating growth
- Improving operational efficiency
- Completing integrations
- Expanding margins
- Scaling the platform
- Preparing for exit
Technology sits underneath every one of these objectives.
While technology issues often surface during acquisition diligence, their impact extends far beyond the transaction itself. Technology influences integration velocity during add-on acquisitions, operational performance throughout the hold period, management’s ability to execute strategic initiatives, and buyer confidence during exit. The same technology decisions that affect execution on day one can ultimately influence valuation years later.
Technology is no longer simply an operational consideration. It has become a driver of execution, scalability, and enterprise value.
Quality of Tech (QoT™): Evaluating the Future, Not Just the Past
Unlike traditional technology diligence, which is often focused on identifying issues at a single point in time, Quality of Tech (QoT ™
) evaluates technology across the entire investment lifecycle. From buy-side diligence and add-on acquisitions to value creation initiatives and exit readiness, QoT ™
helps sponsors understand how technology can influence execution, scalability, valuation, and enterprise value.
QoT ™
was developed to provide visibility into the technology factors that can influence execution risk, scalability, integration readiness, operational performance, and enterprise value across the investment lifecycle. Rather than focusing solely on infrastructure or applications, QoT ™
evaluates whether the technology environment can support the objectives embedded within the investment thesis.
More importantly, it helps investors understand the future costs, constraints, risks, and opportunities that may never appear in a traditional financial review.
The New Standard for Private Equity
Private equity firms are no longer simply acquiring businesses. They are acquiring the capacity to execute an investment thesis, integrate acquisitions, support growth initiatives, improve operational performance, and ultimately achieve a successful exit.
Accomplishing those objectives requires more than confidence in historical earnings. It requires confidence in the technology foundation supporting future execution.
A clean QoE remains essential, but it does not tell investors whether the business can successfully deliver on the next five years of growth. The ability to scale operations, integrate acquisitions, support management’s objectives, and withstand buyer scrutiny at exit often depends on the underlying technology environment.
Just as Quality of Earnings (QoE) became the standard for understanding historical financial performance, Quality of Tech (QoT ™) is emerging as the next standard for evaluating execution readiness, scalability, and enterprise value across the investment lifecycle.
Learn how IT Ally® helps sponsors evaluate technology through the lens of enterprise value, execution readiness, and investment outcomes with Quality of Tech (QoT™).
