“They turned our scattered reporting into a single KPI dashboard we could trust. Weekly metric prep went from several hours to under two within the first month.”

“The team brought structure to our data definitions and reporting workflows. Once the dashboards shipped, stakeholders stopped reconciling numbers across spreadsheets and approvals became much faster.”

“They integrated our CRM and billing data and made the KPI definitions consistent across teams. Finance can now trace revenue numbers back to source records without manual follow-ups.”

“Their migration plan was careful and transparent. We went live during a scheduled maintenance window and our validation checks helped us catch issues early—no surprises in production.”

“The deliverables were practical: a working model, clear documentation, and training that actually stuck. Our analyst team now builds and validates reports without constantly looping in engineering.”

“They set up automated data quality checks and freshness monitoring so issues get flagged before they reach dashboards. That single change made our reporting far more reliable week-to-week.”