Optimisation, Migration & Quality
ETL performance optimisation
When the overnight load no longer fits the overnight window, the cause is usually a handful of steps, not the whole process. We profile ETL runtimes, find the bottlenecks and fix them — often with set-based rewrites and better load design rather than bigger hardware.
Discuss your environment
SSIST-SQL
When teams bring us in
Signs you need ETL Optimisation support
- Loads finish later every month and now overlap business hours
- One package or procedure dominates total runtime
- Row-by-row cursors or lookups process millions of rows
- Failures late in the run force a full restart
What's included
Our ETL Optimisation work
- 01
Runtime profiling
Step-level timings from SQL Agent, SSISDB and logging to see exactly where time goes.
- 02
Bottleneck fixes
Set-based T-SQL, better SSIS data-flow design, indexing and incremental logic.
- 03
Dependency re-planning
Re-ordering and parallelising independent loads to shorten the critical path.
- 04
Ongoing baselines
Runtime and volume baselines so future regressions are spotted early.
FAQ
ETL Optimisation — common questions
- Do you need access to production to optimise ETL?
- We need execution history and representative data volumes. Much of the analysis can use SQL Agent and SSISDB history plus a production-like test environment.
- Will optimisation change our results?
- It shouldn't. Every change is reconciled against existing outputs before it is deployed.
- Is ETL optimisation (or optimization) a one-off project?
- The fixes are one-off, but we recommend keeping runtime baselines and monitoring in place so performance doesn't drift back.
Related Dataventra solutions
Guides
- Guide · 8 min readMonitoring SQL Agent job and SSIS package failures: a practical guideQuery msdb and SSISDB to find failed SQL Agent jobs and SSIS executions, slow runs, missing rows and stale data — and turn the queries into monitoring.
- Guide · 6 min readAutomatically creating Jira tickets for failed SQL Server Agent jobsDetect SQL Agent and SSIS failures, capture diagnostics and create Jira issues through the REST API — with deduplication, routing and secure credentials.
More in Optimisation, Migration & Quality
Talk to us about ETL Optimisation.
Tell us what you're running and what's getting in the way. We'll suggest a sensible first step.