Automation Rate

The proportion of available capacity — whether labour hours, machine time, or service capacity — that is actually deployed in productive activity. Utilisation rate is a key productivity metric for professional services, manufacturing, and SaaS infrastructure, directly influencing revenue efficiency and operating margins.

A discount rate that incorporates a premium reflecting the specific risks associated with a particular asset, cash flow stream, or investment. In intangible asset valuations, risk-adjusted discount rates are typically higher than the weighted average cost of capital to reflect the greater uncertainty inherent in intangible asset cash flows compared to tangible assets.

The rate at which a company's existing customers cease doing business with it over a given period, typically expressed as an annual percentage. Customer attrition rate is a critical input to the valuation of customer relationship intangible assets under both the multi-period excess earnings method and the distributor method.

A branch of computer science focused on creating systems capable of performing tasks that typically require human intelligence, including learning, reasoning, problem-solving, perception, and natural language understanding. As an intangible asset, AI encompasses trained models, proprietary algorithms, curated training datasets, and the institutional knowledge embedded in an organisation's AI capabilities.

The proportion of national or firm-level income paid to workers as compensation, as opposed to returns on capital. The declining labour share observed in many advanced economies is partly attributed to the growing role of intangible capital, which tends to be more scalable and generates higher returns for capital owners.

The lowest hourly rate of pay that employers are legally required to pay workers, set by government regulation. In the United Kingdom, the National Minimum Wage and National Living Wage establish age-dependent statutory pay floors.

A philosophy of leadership, teamwork, and problem-solving that results in continuous improvement throughout the organisation. Operational excellence focuses on customer needs, employee empowerment, and process optimisation to drive sustainable productivity gains.

The theoretical rate of return on an investment with zero default risk, used as the foundation for building discount rates in valuation. In practice, the yield on government bonds of a maturity matching the expected cash flow duration serves as a proxy — typically US Treasury bonds for USD-denominated valuations or UK gilts for GBP-denominated analyses.

AI Cost Reduction: How to Measure Real Operational Savings

AI vendors promise dramatic cost reductions, but actual savings depend on total cost of ownership, implementation quality, and measurement rigour. This article provides a practical methodology for measuring real AI-driven operational savings — net of all hidden costs.

What is Net Revenue Retention (NRR)?

NRR measures the revenue retained from a cohort of customers plus expansion revenue (upsells, cross-sells) minus churn, expressing it as a percentage of starting revenue.

What is burn rate and runway?

Burn rate is monthly cash spending; runway is current cash divided by monthly burn rate, indicating how many months until capital runs out.

How do you achieve and measure product-market fit?

Product-market fit is achieved when a product satisfies strong market demand — measured by retention rates, organic growth, the Sean Ellis survey (40%+ 'very disappointed'), and customers actively recommending the product.