Meaning ● Fair Automation Metrics represent the data-driven benchmarks Small and Medium-sized Businesses (SMBs) employ to ensure their automation initiatives are just, equitable, and yield measurable improvements. These metrics go beyond simple efficiency gains; they examine the impact of automation on workforce dynamics, operational costs, and customer experience within the SMB’s specific context. Furthermore, they provide actionable insight into algorithm bias, accessibility for all users, and long-term scalability to guarantee fairness and prevent unintended consequences as the business grows. The strategic deployment of these measurements allows SMBs to proactively make changes that boost employee morale, reduce operational overhead, and satisfy customers. ● Focusing on demonstrable value helps to get buy-in from stakeholders involved in these projects.