Cloud migration and
data quality uplift.
Modernised a legacy retail data platform onto the Strategic Data Platform — enabling delta processing, historical refresh, and secure data sharing.
A legacy platform that couldn't keep up.
Legacy systems suffered from data quality issues, slow refresh cycles, and limited integration with partner data sources. Manual processes constrained scalability and near-continuous data availability.
Modernise without losing the trail.
We rebuilt ingestion on the Strategic Data Platform with delta processing, validated historical parity against legacy sources, and stood up governed secure data sharing for partners.
Delta ingestion redesign
Replaced full loads with incremental delta processing — daily refresh now completes in a fraction of the former window.
Historical reconciliation
Backfilled historical data and reconciled closely against the legacy source — proving parity before cutover.
Secure partner sharing
Delivered partner data shares with appropriate masking for sensitive fields — keeping governance intact.
Modern data platform engineering, baked in.
Delta processing, automated reliability, and secure sharing — the operational backbone of a cloud-native data platform.
Daily refresh in a fraction of the time.
Reliability that holds at scale.
Daily refresh window
Completed in a fraction of the former processing window.
Load reliability
Near-continuous success with automated retries and alerts.
Backfill parity
Historical data reconciled closely with legacy source data.
Partner sharing
Delivered with appropriate masking for sensitive fields.