The sales leadership at a major FMCG company managing widespread sales networks across India and neighboring countries faced critical bottlenecks while attempting to extend geographical market share. Frontline sales units lacked centralized visibility into their productivity logs. Data originated from three disparate mobile applications—each utilizing its own custom parameters—and sat across separate spreadsheet files that collapsed under heavy data volumes.

Compounding this was a strict internal "Journey Cycle" (JC) calendar that broke away from regular Gregorian tracking, generating immense reporting friction. Field representatives had to manually filter massive, emailed Excel files on slow bandwidth in remote territories to extract simple trends. This entire ecosystem depended heavily on a 5-member Sales IT squad, resulting in frequent operational slip-ups, reporting lags, and data fragmentation.