Year-over-Year (YoY) Growth

The percentage increase in a company's revenue over a specific period, typically measured year-over-year or quarter-over-quarter. Revenue growth rate is a fundamental measure of business expansion, market traction, and the effectiveness of go-to-market strategy.

The process of projecting a company's future growth trajectory based on historical data, market conditions, and investment patterns. Incorporating intangible asset data and productivity trends significantly improves forecast accuracy and reduces investor uncertainty.

A dividend discount model that values a perpetual stream of cash flows growing at a constant rate, calculated as the next period's cash flow divided by the difference between the discount rate and the growth rate. The Gordon growth model is widely used to estimate terminal value in discounted cash flow analyses and requires that the assumed growth rate remains below the discount rate.

The annualised rate of return that smooths out growth over multiple years, calculated as (ending value / beginning value)^(1/years) minus one. CAGR is used to compare growth trajectories of companies or metrics across different time periods.

A style of private equity investment focused on mature, profitable, or near-profitable companies seeking capital to accelerate expansion without ceding majority control. Growth equity investors typically target businesses with proven product-market fit and strong intangible asset bases, providing capital for scaling operations, entering new markets, or funding acquisitions.

Investment funding provided to established companies to accelerate expansion, enter new markets, develop products, or make acquisitions. Growth capital sits between venture capital (higher risk, earlier stage) and traditional private equity (mature businesses, often leveraged).

A productivity metric that evaluates the output, revenue, or value generated relative to the number of employees. Headcount efficiency is a key performance indicator for scaling businesses and investors, revealing whether growth in intangible assets such as technology and process automation is translating into leverage across the workforce.

A go-to-market strategy where the product itself serves as the primary driver of customer acquisition, conversion, and expansion, rather than traditional sales-led approaches. PLG companies offer free trials, freemium tiers, or self-service onboarding that allows users to experience value before engaging with sales teams.

AI and Total Factor Productivity: Macro-Economic Implications

Total factor productivity is the ultimate measure of technology's economic contribution, yet AI's impact on TFP remains undetectable in aggregate data. This article examines why, what the macro-economic models predict, and what it means for long-term investment strategy.

What is Gross Value Added (GVA)?

GVA measures the value a company creates by subtracting intermediate consumption (purchases of goods and services) from total revenue — it's the firm-level equivalent of GDP contribution.

How does Opagio's Productivity Calculator work?

The calculator uses growth accounting methodology to decompose your revenue and GVA growth into contributions from labour, capital, and Total Factor Productivity (TFP).

What is the Solow Residual?

The Solow Residual is the portion of output growth that cannot be explained by growth in labour and capital inputs — it represents Total Factor Productivity growth, which is largely driven by intangible assets.