Integrations

Features

From Metadata to Meaningful Tests

Let your migration context drive validations instead of manual scripting.

Autonomous Test Discovery

The system learns from your data and suggests new test cases adapting to anomalies.

Data Matching Algorithms

Explainable & Traceable

Every validation check is documented, audit-ready, and tied back to migration context.

Fast Go-Lives

Up to 90% reduction in manual testing effort speeds your migration delivery.

Seamless Integration

Fits into your existing CI/CD and orchestration pipelines for continuous assurance.

How It Works

From Metadata to Measurable Assurance

Metadata Capture

Extract migration metadata including business rules and lineage.

Test Generation

Automatically generate and run validations tailored to your migration context.

Adaptive Learning

System evolves to improve coverage with minimal manual intervention

Technical Specifications

The Engine Behind Autonomous Validation

Scalable, metadata-driven, and built to plug into your ecosystem seamlessly.

Validation Coverage

Schema validation, data type checks, range and pattern validation, cross-table and lineage-aware rules

Test Generation

Metadata-driven auto-generation of validation tests from source-target mappings and business rules

Integrations

APIs for CI/CD tooling, orchestration tools (Airflow, dbt), data quality dashboards

Reporting

Real-time validation dashboards, drill-down facilities, detailed audit-ready reports

Automation

No-code, autonomous test creation and execution with minimal manual configuration required

Proven Impact

Turning Validation into Acceleration

Tangible outcomes that de-risk and accelerate your data migration journey.

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Faster Validation

Accelerates Migration Validation Cycles by 3x

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Effortless QA

Reduces Manual QA Effort by 90%

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Compliance By Design

Provides Audit-Ready Transparency for Compliance

Let Context Drive Your QA