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2025 – 2026 · 25% ↓ Query latency · 100% parity

NS1 → NS2 Data Migration

Moved SQL and ETL for a national institutional supplier. Full parity. Lower latency.

Overview

Built at Aretove. Moved complex SQL and Talend jobs from NS1 to NS2 and proved the numbers still matched. Client name stays generic.

Challenge

Legacy Talend workflows and hand-tuned queries. Cutover had to be parity first, speed second.

Approach

Rewrite and test for parity, then cut latency, then retire old Talend paths on Azure SQL.

Outcome

100% parity. About 25% lower query latency on the new stack.

TalendAzure SQLETL