Network Effect

Value Chain

The full range of activities a company performs to bring a product from conception to delivery and beyond.

Market Segmentation

Dividing a market into distinct groups of consumers with similar needs, characteristics, or behaviours.

Total Addressable Market

The total revenue opportunity available for a product or service if 100% market share were achieved.

Product-Market Fit

The degree to which a product satisfies strong market demand and meets the needs of its target customers.

Revenue Model

The strategy a company uses to generate income from its products or services.

Unit Economics

The analysis of revenues and costs associated with a specific business model on a per-unit basis.

Customer Lifetime Value

The total revenue a business can expect from a single customer account throughout their relationship.

Land and Expand

A sales strategy where a vendor establishes an initial foothold with a small deployment and systematically grows the account through demonstrated value and expanded use cases.

Net Revenue Retention

A metric measuring the percentage of recurring revenue retained from existing customers over a period, including expansion revenue and accounting for churn and contraction.

The measurement framework for evaluating the financial returns of AI and automation investments, considering cost savings, productivity gains, error reduction, and revenue impact.

An advisory body within an organisation composed of diverse stakeholders who review, guide, and provide oversight on the ethical implications of AI projects and deployments.

A framework that describes the progressive stages of organisational AI capability from experimental pilots through scaled deployment to enterprise-wide autonomous operations.

An outsourcing arrangement where a service provider assumes responsibility for the ongoing management, operation, and optimisation of defined business or technology functions.

A strategic planning tool evaluating Strengths, Weaknesses, Opportunities, and Threats facing an organisation.

Financing provided to early-stage, high-potential startup companies in exchange for equity ownership.

The systematic assessment of a target company's technology stack, architecture, technical debt, security posture, and engineering capabilities during mergers and acquisitions.

The organisational framework of policies, roles, processes, and oversight mechanisms that ensure AI systems are developed and deployed ethically, safely, and in compliance with regulations.