RESULTS//

Eight data sources. No single source of truth. Executives producing contradictory board reports from the same underlying data.

Unified data platform on Azure with a governed semantic layer. Board reporting time from 3 days to 4 hours. Zero data discrepancies across 12 months of operation.

Tableau Server environment with 340 workbooks, 800+ users, and average dashboard load times of 38 seconds. Migration to Tableau Cloud required for infrastructure cost reduction.

Full Tableau Server to Cloud migration with zero data loss. Average dashboard load time reduced from 38 seconds to under 4 seconds through data model remediation during migration.

Azure data estate with uncontrolled cloud costs growing 65% year-over-year, fragmented pipeline architecture with no observability, and an analytics layer that analysts had stopped trusting.

Restructured Azure data platform with Delta Lake, Unity Catalog governance, and a rebuilt Tableau reporting layer. Cloud costs reduced 42% while quadrupling the number of governed data products delivered.