Impactful Analytics Framework
A structured framework Ezer uses to assess business readiness across process, tools, data, analytics, governance, and people-centered adoption.
Challenge: Organizations often know they need stronger analytics, but lack a shared way to assess readiness across the full chain from business process to governance and user enablement.
Approach: Built and applied a staged framework spanning Business Process, Tool/App/Sensor, Data Capture & Storage, Data Architecture, Analytics & Data Science, and Govern & Empower, paired with a people-centered improvement path of assess, strategize, develop, implement, and optimize.
Outcome: Created a practical way to diagnose readiness, identify where the work is getting stuck, and prioritize sustainable next steps across multiple business spectrums.