Qlik (Attunity) Test Data Alternative
SAP-native test data automation
Move beyond data replication. Power continuous testing with production-realistic test data, on demand.
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The Qlik alternative that teams love
If you're using Qlik (including Qlik Replicate, formerly Attunity, or Qlik Gold Client) for data provisioning, test data availability is likely still tedious and slowing your teams down.
Qlik Replicate is designed for data movement, while Qlik Gold Client provides subsetting and masking for SAP environments, but both approaches rely on preparing production data rather than generating test data on demand.
That’s where Synthesized is different.
Qlik Replicate is designed for data movement, while Qlik Gold Client provides subsetting and masking for SAP environments, but both approaches rely on preparing production data rather than generating test data on demand.
That’s where Synthesized is different.
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Why Qlik falls short for modern testing
Qlik’s core capabilities focus on data movement and subsetting, not on generating continuous, production-ready test data.
Teams still depend on pipelines, replication jobs, and additional tooling to prepare usable test environments. This introduces delays, operational overhead, and ongoing compliance complexity.
As development cycles accelerate, these limitations become bottlenecks, slowing testing, releases, and overall delivery.
Teams still depend on pipelines, replication jobs, and additional tooling to prepare usable test environments. This introduces delays, operational overhead, and ongoing compliance complexity.
As development cycles accelerate, these limitations become bottlenecks, slowing testing, releases, and overall delivery.
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Synthesized and Qlik comparison
Synthesized
Qlik
Core capability
AI-native test data automation
Data replication & integration
Test data readiness
Continuous, on-demand
Dependent on pipelines
Data realism
Production-realistic by design
Mirrors production (with risk)
Privacy & compliance
Built-in, zero sensitive data exposure
Masking requires separate tooling and manual configuration
DevOps integration
API-first, CI/CD native
Qlik Replicate is not designed for test automation workflows
Time to usable data
Minutes
Hours–days depending on pipelines
Why teams choose Synthesized
Continuous test readiness
Always-available test data for every test, every commit, every environment.
Privacy by design
Eliminate sensitive data exposure without complex masking workflows.
Faster delivery cycles
Remove data bottlenecks and accelerate development by up to 70%.
Built for AI-driven engineering
Enable automated testing, agentic workflows, and modern DevOps practices.
Trusted to deliver production realistic data by world leading enterprises
