ESG (Environmental, Social, and Governance)

A quantitative rating assessing a company's performance and risk exposure across environmental, social, and governance criteria, typically assigned by specialist rating agencies such as MSCI, Sustainalytics, and S&P Global. ESG scores increasingly influence investment decisions, cost of capital, and regulatory compliance, and are becoming a material factor in business valuations and due diligence.

The framework of policies, procedures, and organisational structures that guide the responsible development, deployment, and monitoring of artificial intelligence systems. AI governance encompasses risk management, ethical guidelines, regulatory compliance, model validation, and accountability mechanisms.

The value created through social relationships, networks, and trust within and between organisations. Social capital facilitates knowledge transfer, collaboration, and collective action, and is increasingly recognised as a measurable intangible asset that influences innovation, productivity, and organisational resilience.

The framework of policies, standards, and processes that ensures data assets are managed consistently, securely, and in compliance with regulations throughout their lifecycle. Strong data governance increases the reliability and value of data as an intangible asset, directly supporting analytics, AI applications, and data monetisation strategies.

The practice of comparing a company's performance metrics, processes, or practices against industry leaders or best-in-class peers. Benchmarking against productivity and intangible asset data helps firms identify gaps and prioritise investment.

The process of offering shares of a private company to the public for the first time through a stock exchange listing. An IPO is a major exit route for venture capital and private equity investors, and requires extensive preparation including financial audits, regulatory compliance, and valuation.

The process by which private equity and venture capital firms identify, evaluate, and originate potential investment opportunities. Effective deal sourcing increasingly relies on proprietary data, network effects, and reputation — all intangible assets that distinguish top-performing funds.

A framework for developing and deploying artificial intelligence systems that are fair, transparent, accountable, and aligned with human values and societal well-being. Responsible AI encompasses technical practices such as bias testing and model interpretability, alongside governance processes including ethical review boards, impact assessments, and stakeholder engagement.