Digital Sales Analytics Cockpit

Problem

Leadership and operations teams relied on disconnected reporting sources with no shared source of truth. This lowered confidence in metrics and slowed campaign and pricing decisions.

Solution

We built a unified KPI cockpit with funnel analytics, segment filters, and hourly refreshed trend metrics. Department-level drill-down and segmentation aligned decision makers on one consistent data model.

Architecture Notes

• ClickHouse schemas were tuned for high-frequency time-series workloads.
• Incremental refresh and caching reduced latency across live dashboard queries.
• Data freshness and query performance were monitored continuously through operational telemetry.

Outcome

Teams aligned on a single data model, reduced weekly reporting overhead, and made faster campaign decisions. Operational time spent on manual reconciliation dropped significantly.