Data Strategy Roadmap: Start With a 60 to 90 Day Pilot
A sequenced plan that connects business goals to data, governance and technology, starting with a readiness check and a time-boxed 60 to 90 day pilot.
Read article
Analytics Maturity Assessment: Five Stages, Then an Action Plan
A structured way to score how your organization uses data across five stages and five dimensions, then turn the gaps into a prioritized, measurable roadmap.
Read article
ETL vs ELT: How to Decide in 4 Questions
ETL transforms before load; ELT loads raw then transforms in the warehouse. A practitioner checklist for choosing per source, with governance and cost notes.
Read article
3 Metrics Teachers Should Track in a Student Performance Dashboard
The three classroom metrics that actually drive action — grade trend, attendance risk, and mastery by standard — plus a FERPA-aware way to build the dashboard.
Read article
Data Teams: Turn ISO and ETSI Rules into Data Quality Metrics
Turn ISO and ETSI standards into measurable data quality metrics: formulas, thresholds, scorecard patterns, and a short healthcare example.
Read article
Decide in Two Weeks: 6 Fabric Questions to Pick Lakehouse or Warehouse
Use six targeted Microsoft Fabric questions and a two-week scoping test to choose a lakehouse, warehouse, or hybrid architecture that fits your analytics team.
Read article
A Playbook for Healthcare KPI Dashboards
The metrics that actually matter in healthcare, how to structure a dashboard clinicians and executives both trust, and how to handle fragmented systems and patient data along the way.
Read article