An Operator’s Lens to Quality of Earnings

How to Measure QoE Accurately

Success in private equity (PE) and venture capital (VC) hinges on accurately evaluating potential investments and optimizing the value of existing portfolio companies. A critical component of this process is the Quality of Earnings (QoE) analysis. Correctly performed, this deep dive into a company's financial statements helps determine the sustainability and accuracy of its earnings.

Traditionally, QoE analyses have been conducted by financial auditors who focus on historical data. However, a QoE analysis from a financial operator’s lens—through the perspective of an experienced finance and operational professional—can reveal nuanced insights about a business's financial health and future potential that conventional audits may miss. Operators, who bring experience in day-to-day financial management and strategic decision-making, provide a valuable perspective that aligns short-term performance with long-term growth.

To understand the nuance of this process, this article examines the critical components of a quality of earnings analysis. It also includes common pitfalls and best practices for elevating the value of your QoE analysis.

The Value of a Comprehensive QoE Report

A quality of earnings report provides significant value to buyers, sellers, and company leaders.

  • Buyers/Investors: A QoE report evaluates a company’s enterprise value, assesses its financial risks, and determines if the asking price is fair. It’s a critical piece of the due diligence process.

  • Sellers: Use a QoE analysis to identify and mitigate any red flags that could disrupt a potential sale.

  • Companies: A carefully performed QoE gives stakeholders a snapshot of the company’s financial health and long-term viability. This is particularly valuable when considering a merger or acquisition or when seeking investors.

The Operator's Role in Quality of Earnings Assessments

Operators bring a holistic view to QoE analysis that bridges strategy and execution. Where financial auditors primarily focus on financial data and compliance, operators consider a broader context. They evaluate how business operations, market dynamics, and organizational health influence earnings quality. This approach can expose the operational realities underlying financial metrics and provide insights into the viability of revenue streams, cost efficiencies, and cash flow dynamics.

How Operators Bring Unique Insights:

  • Practical Experience: Operators understand which functions drive financial performance within a business. They look across departments from sales to HR to supply chain and review how each contributes to profitability.

  • Hands-On Knowledge of Business Operations: An operator's lens examines how factors like customer retention, workforce productivity, and cost management impact the bottom line.

  • Forward-Looking Focus: Operators prioritize QoE metrics that indicate future performance, such as customer lifetime value, market positioning, and organizational scalability. These insights help PE and VC firms gauge not only current earnings quality but also future growth potential.

Key Components of a Quality of Earnings Analysis

In addition to financial data, a robust QoE analysis encompasses operational and HR metrics. Here are four key components that operators consider:

1. Revenue Quality and Sustainability

  • Revenue Trends and Consistency: Operators analyze trends over multiple periods to detect seasonality, growth patterns, and volatility. They determine if revenue growth is consistent or if there are fluctuations that suggest underlying issues.

  • Customer Concentration Risks: Heavy reliance on a few customers poses a significant risk if one customer leaves. Operators assess customer concentration ratios to evaluate the risk and sustainability of revenue.

  • Recurring vs. One-time Revenue: Recurring revenue from subscriptions or repeat sales is generally more sustainable than one-time revenue. Operators examine revenue streams to ensure stable, predictable revenue generation that minimizes reliance on volatile income sources.

2. Cost Structure and Profit Margins

  • Efficiency in Cost Management: A comprehensive review of cost structures helps identify whether costs are optimized and scalable. Operators look for excess spending or inefficient processes that may drain profitability.

  • Gross and Operating Margins: Operators review the consistency of gross and operating margins over time. Declining margins may signal increased costs or reduced pricing power, which could impact earnings quality.

  • Variable vs. Fixed Costs: Understanding the breakdown between fixed and variable costs allows operators to see how responsive the cost structure is to changes in volume. In turn, they can identify potential economies of scale.

3. Working Capital and Cash Flow Management

  • Cash Flow Consistency: A sustainable cash flow indicates positive financial health. Operators assess whether a company efficiently converts revenue to cash and factors that might impede cash flow, such as delayed receivables.

  • Working Capital Dynamics: Operators analyze how effectively a company manages its inventory, receivables, and payables–each of which directly impacts operating cash flow. In industries with high inventory or receivables, effective working capital management can be a critical factor for success.

4. Identifying and Adjusting for One-Time or Non-Recurring Items

  • Normalization of Non-Recurring Expenses or Revenues: Operators adjust for one-time items, such as legal settlements or extraordinary gains, to ensure the earnings quality accurately reflects ongoing business operations.

  • Impact of M&A Activity or Restructuring: Operators examine the effect of mergers, acquisitions, or restructuring initiatives on earnings. These events often bring temporary costs or revenues, so adjusting for these items is crucial for an accurate QoE assessment.

Common Pitfalls in Quality of Earnings

While a standard QoE may identify baseline financial risks, an operator’s perspective uncovers deeper issues that could impact a company's earnings long-term.

  • Overlooking Operational Drivers of Earnings: Operational inefficiencies, such as bottlenecks in production or inefficient sales processes, can negatively affect earnings but may not be immediately visible in financials. Operators identify these issues by examining how each department contributes to profitability.

  • Ignoring Revenue Health Indicators: Analyzing topline revenue without assessing customer health can be misleading. Operators consider customer acquisition costs, churn rates, and customer lifetime value to understand the durability of revenue streams.

  • Underestimating Working Capital Needs: Companies with inadequate working capital are often cash-constrained, which limits their growth potential. Operators recognize the importance of having enough working capital to support operations without excessive debt reliance.

Leveraging HR Insights in Quality of Earnings Analysis

Human capital plays a crucial role in earnings quality. A complete QoE report should include an assessment of all relevant HR metrics.

  • Talent Stability and Retention Costs: High turnover can drive up costs and disrupt operations. Operators analyze retention metrics to assess employee stability and the impact of turnover on productivity and profitability.

  • Operational Productivity: Productivity metrics (e.g., revenue per employee) provide insight into organizational efficiency. Operators consider whether productivity levels align with industry standards and growth objectives.

  • Scalability of the Workforce: Operators evaluate whether the current workforce structure supports scalability. A well-aligned workforce can sustain growth with minimal additional investment and contributes positively to earnings quality.

Best Practices for Operators in Conducting Quality of Earnings Analysis

An operator-led QoE analysis should be thorough, data-driven, and aligned with both immediate financial performance and long-term strategic goals. Here are best practices for PE and VC firms looking to optimize their QoE assessments:

  • Collaborate with Finance and HR Teams: Combining finance and HR insights creates a more comprehensive understanding of earnings quality. Operators encourage cross-functional collaboration for a holistic analysis.

  • Leverage Technology and Data Analytics: Using advanced data analytics tools can help operators quickly identify trends, flag anomalies, and highlight areas for further investigation.

  • Focus on Forward-Looking Metrics: Metrics like customer pipeline health, employee engagement, and market share give clues about future performance and can guide strategic adjustments post-investment.

Strategic Services for Clear Decisions

At Growth Operators, we believe a QoE report overseen by a fractional CFO offers the most detailed insight available to buy-side and sell-side stakeholders. Utilizing a unique bottom-up approach, our team uses transaction-level data to provide:

  • Accurate adjusted EBITDA and Net Working Capital metrics

  • Compiled data for integration and balance sheets

  • Data quality assessment and correction

  • Suggestions for operational improvement

  • Analysis of summary financial data

  • Breakout by segment, business unit, product line, etc.

  • Opportunities for synergy in post-close integration


Don’t Overlook The Value of an Operator-Led QoE Analysis

Focusing on the operational realities that drive financial performance, an experienced operator can help PE and VC firms uncover deeper, more actionable insights into earnings sustainability. For firms and M&A advisors looking to buy or sell, an enhanced QoE approach with the added benefits of our nextLEVEL® Assessment and post-close services may improve their strategies and decisions.

Connect with the experts at Growth Operators to learn how our operator's lens quality of earnings analysis and nextLEVEL® assessment can help maximize your investment value and ensure sustainable growth.