KPI definition and data sources
Metric formulas, data owners, and trust level per source.
Reliable operational metrics for day-to-day management decisions.
From raw data to decisions. Automated pipelines and always-fresh reports.
Audience
Output
Metric formulas, data owners, and trust level per source.
Extract, clean, and schedule refreshes.
Interactive views for operations, finance, or leadership.
Metric-deviation alerts and data-health checks.
Path
Metric discovery
We prioritize key decisions and required KPIs with stakeholders.
Sources and quality
We map source access, data gaps, and cleaning rules.
Pipeline and dashboard
We deliver the data flow and role views in stages.
Technology
Data
Presentation
Questions
Field glossary and lineage from source to dashboard.
Reliability and handoff
Monitoring, documentation, and team training for day-to-day upkeep.
We will briefly walk through collaboration for “Data science and dashboards”.