Operational measures including efficiency, errors, and compliance

Covering Assessment Criterion 3.3 from the FREE02 People Professional Technologies unit, this video focuses on three specific operational categories used to evaluate whether people technology is delivering measurable improvements: process efficiency and time saved, error reduction, and compliance improvements. Rather than treating these as abstract concepts, the video grounds them in the practical realities of people functions, examining how each category contributes to building a credible evidence base for technology investment decisions.

The video works through how organisations can quantify time savings by comparing pre- and post-implementation workflows, including the importance of establishing baseline measurements before any technology goes live. It addresses error reduction across contexts such as payroll calculations, right-to-work checks, and benefits administration, and identifies specific indicators including data accuracy rates, payroll error frequency, rework rates, and audit findings. The compliance dimension covers the regulatory landscape relevant to people functions — data protection, employment law, health and safety, and sector-specific requirements — and the role technology plays in maintaining audit trails and enforcing process steps.

A concrete onboarding scenario runs through the video to illustrate how time savings can be calculated per hire and scaled across annual recruitment volumes, including the importance of accounting for factors such as system learning time and troubleshooting. The video also addresses the challenge of capturing honest baseline data before implementation, positioning this as a necessary step for any meaningful measurement of error reduction or efficiency gains. These operational measures are presented in the context of AC 3.3 as part of a broader framework of success evaluation that also encompasses adoption, user satisfaction, employee experience, and return on investment.