Human Capital Accounting

The skills, knowledge, and expertise that are uniquely valuable within a specific organisation and less transferable to other employers. Firm-specific human capital is a critical intangible asset that grows through on-the-job training, institutional learning, and experience with proprietary systems and processes.

The value created through investment in design activities including product design, UX design, service design, and architectural design. Design capital improves customer experience, brand perception, and product-market fit, and is a key intangible asset category in the Opagio framework.

The profession and practice of recording, classifying, and reporting financial transactions to provide stakeholders with accurate information about an organisation's financial position. In the context of intangible assets, accountancy plays a critical role in determining how items such as goodwill, intellectual property, and customer relationships are recognised, measured, and disclosed under frameworks like IFRS and UK GAAP.

The intangible value derived from artistic, design, and creative capabilities within an organisation. Creative capital encompasses brand aesthetics, content libraries, product design expertise, and cultural assets that differentiate a business and drive customer engagement.

A set of measurement guidelines and statistical standards developed by the Organisation for Economic Co-operation and Development for comparing productivity across countries and sectors. The OECD framework addresses the treatment of intangible investment, quality adjustment, and multi-factor productivity, providing the foundation for international productivity benchmarking.

The application of data analysis techniques to human capital data in order to improve workforce planning, productivity, and talent management decisions. Workforce analytics enables organisations to quantify the return on investment in training, recruitment, and employee development — key components of intangible capital formation.

A short-term financing arrangement designed to fund a company's day-to-day operational needs, bridging the timing gap between paying suppliers and receiving payment from customers. Working capital facilities typically take the form of revolving credit facilities, overdrafts, or invoice finance arrangements, and are secured against current assets such as receivables and inventory.

A budgeting method in which all expenditures must be justified from scratch each period, rather than being based on prior-period budgets with incremental adjustments. ZBB forces rigorous scrutiny of intangible investment decisions — including R&D, marketing, and training — and can improve capital allocation discipline when applied alongside productivity measurement.

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 Total Factor Productivity (TFP)?

TFP measures the portion of output growth that cannot be explained by increases in labour or capital inputs — it captures the efficiency gains from innovation, technology, and better management.