Systech pairs DBShift™ migration automation with Coalesce's column-aware transformation engine — giving enterprise teams a faster, cleaner path from legacy SQL environments to modern, AI-ready data pipelines on Snowflake and Databricks.
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Most data modernization projects stall at the transformation layer. Systech and Coalesce close that gap — from legacy migration through to AI-ready pipelines.
DBShift™ automates the conversion of SQL Server, SSIS, Teradata, and other legacy pipeline environments — dramatically reducing the manual effort, rework, and delivery risk of migration projects. Alliant migrated 200 pipelines in 5 weeks with DBShift™.
Coalesce's transformation engine structures the migrated data estate — bringing version control, lineage, data quality, and governance into the transformation layer. The right platform for teams that have outgrown dbt or are rebuilding their stack from scratch.
Once the foundation is clean and governed, aiDE™ — Systech's agentic pipeline engineering tool — sits on top as the operational AI layer. Automated pipeline generation, monitoring, and intelligent data engineering at scale.
Systech brings two distinct IP accelerators to every Coalesce engagement — one for migration, one for what comes after.
For teams migrating SQL Server, SSIS, Oracle, or Teradata pipelines into a Coalesce-managed Snowflake or Databricks environment. DBShift™ automates the conversion; Coalesce structures the result.
4-week Pipeline Migration Assessment — we'll map your legacy estate, identify automation candidates with DBShift™, and deliver a migration roadmap with a cost and timeline estimate.
For Coalesce customers ready to move beyond static pipelines — aiDE™ brings agentic intelligence to pipeline engineering: automated generation, intelligent monitoring, and adaptive data engineering on top of your Coalesce-managed transformation layer.
Best fit for teams who have stabilized on Coalesce and are asking: what does AI-native data engineering actually look like in production?
Talk to Our Team →Most migrations stall because teams underestimate scope. DBShift™ profiles your entire legacy estate in four weeks and hands you the roadmap to go in with confidence.
Most migrations stall because teams underestimate scope. DBShift™'s Profile agent runs a smart scan of your legacy environment — databases, ETL workflows, schemas, dependencies, and data volumes — and surfaces everything you need to plan a migration that won't surprise you at go-live.
You leave with a Coalesce-specific migration roadmap, automation scoring for your pipeline inventory, and a cost and timeline estimate grounded in your actual environment — not a generic template.
Request the Assessment Sprint →Powered by DBShift™ — Systech's agentic migration accelerator. Learn more →
Watch Alliant Insurance walk through how they actually did it — 200 pipelines, 5 weeks, 3 months ahead of schedule.
Claim a no-cost 4-week Assessment Sprint, request a 2-week PoC, or talk to a Systech migration architect about your specific environment.