Month: June 2026

Dashboard comparing traditional KPIs with human-centric KVIs through AI-driven transformation engine

From KPIs to KVIs: Redefining Measurement in AI-Enabled Software Delivery

By Theresa Mathabire, MPM, PMP Modern software engineering has shifted its focus from measuring outputs to delivering meaningful outcomes. The Limitations of KPI-Driven Delivery For decades, KPIs have served as the dominant framework for measuring success in software engineering and project delivery. These metrics typically evaluate past performance and are widely used to track efficiency, ...