Build confidence in your data before you build on it
Enables enterprises to profile, classify, and catalog data at scale— ensuring transparency, consistency, and control.
Why it matters
Without understanding, there’s no governance
According to Gartner, 60% of data quality issues are traced back to poor data understanding and undocumented lineage. Calsoft’s profiling and cataloging services eliminate this risk early.
Data profiling intelligence
Know your data before you trust it
We implement AI-augmented profiling engines that:
Cataloging as a control plane
Your business dictionary for the data era
Calsoft builds enterprise-wide, role-aware catalogs that:
Tools & platforms we integrate with
Bring intelligence to your existing stack
Cataloging & Governance: Atlan, Collibra, Alation, Unity Catalog, Purview
Profiling & Quality: Great Expectations, Monte Carlo, Deequ
Storage & Pipelines: Snowflake, Delta Lake, Redshift, BigQuery, DBT, Airflow
ML & BI: Great Expectations, Monte Carlo, Deequ
Proven outcomes
Transparency that powers trust, speed, and compliance
| KPI | Outcome with Calsoft |
|---|---|
| Time to onboard new data asset | ↓ 65% |
| PII fields detected automatically | ↑ 92% |
| BI/ML rework from unknown fields | ↓ 54% |
| Catalog search-to-consume ratio | ↑ 3x |
| Compliance audit prep time | ↓ 70% |
How to start
Stop guessing. Start governing
Data Source Inventory
We catalog and tag all enterprise datasets across lakes, warehouses, and files.
Automated Profiling Setup
Configure scanners for continuous health checks and drift alerts.
Metadata & Lineage Ingestion
Capture schema evolution, transformation history, and access logs.
Role-Based Catalog Access
Enable secure discovery, enrichment, and reuse for BI, engineering, and AI teams.
