Especially with AI
Test data processing with precision.
SQACE verifies the results of any data processing and migration: independent, provable and scalable.
For AI-generated or classic data processing.
SQACE verifies results independently and provably
An independent layer between your data and audit-proof test evidence.
Expected-result generation from business rules
Expected-vs-actual comparison for verification and regression
Automated deviation analysis
Data integration
4 use casesData migration
4 use casesServices / data products
4 use casesBusiness applications
4 use casesWhy SQACE
Six reasons for SQACE
Tests for correctness
SQACE tests against generated expected results derived from business rule sets, and finds errors that regression and validation leave undetected.
Verifies AI pipelines too
Verifies AI-generated processing too, raising test quality and efficiency to the level it now requires. Syntactically correct does not mean functionally correct.
Independent of tool and method
Whether ETL, migration, service or business application: SQACE checks observable results, not the technology.
Scalable and consistent
One end-to-end test methodology across teams and projects instead of person-dependent silos. For large data volumes too.
Business experts and IT on one platform
Business experts define rules and analyse without SQL; IT keeps control. Knowledge stays in-house.
Saves time and money
Up to 80% less effort through configurable components that support the entire test cycle.
Applications
For every industry with business-critical data processes
From highly regulated banks and insurers to industry, energy and the public sector.
Banking
Regulatory reporting, AML monitoring, payments, trading systems and securities settlement, …
Insurance
Policy administration, claims, Solvency II and IFRS 17, actuarial calculations, …
Transport & logistics
Tariff and billing data, movement and sensor data, dispatching, …
Energy & utilities
Market communication, metering and smart metering, billing and settlement, …
Industry & manufacturing
ERP, master data, supply chain and production data, …
Public sector
Specialist procedures, registers, statistics and migrations, …
Cross-industry
The fields listed are examples, not an exhaustive catalogue.
For your role
What SQACE means for you.
Four perspectives, one goal: each a direct path to the proof that fits.
CDO / Head of Data
Provable, automated, comprehensible for the business side, with deviations tracked across runs. See use cases
Head of Test / QA
Start now with regression tests, no rule framework needed, then expand functional verification release by release. Start small
Business / BA
Follow and validate the test logic in the visual query builder, without SQL, on real data. How it works
IT & security
An independent verification instance outside your pipeline stack: on-premise or EU cloud, REST API, audit trail. Security & architecture
References
In use where errors are not an option.
In production at leading German financial institutions.