Data Profiling
We systematically identify and resolve duplicates, missing values, and outliers to ensure high data quality. Relationships and dependencies among data elements are analyzed to maintain logical consistency. Strict adherence to governance policies and regulatory standards safeguard data integrity and support informed decision-making.
Why it Matters?
We analyze your datasets to uncover:
- What’s in your data
- What’s missing
- What’s broken
- Where standardization is needed
Think of it as an X-ray of your data before you perform surgery.
What We Deliver?
- Null & Incomplete Field Analysis
- Highlight gaps in mandatory fields (e.g., missing GST, email, UOM, or product descriptions)
- Format & Pattern Validation
- Identify entries that break format rules (e.g., contact numbers, dates, codes)
- Duplicate & Similarity Clustering
- Reveal near-duplicates across customer/vendor/material Master Datasets
- Value Distribution Summary
- See how data fields are used (e.g., how many items labeled “Misc.” or “Other”)
- Readiness Scorecard
- Quantify how close your data is to being clean, usable, and migration-ready
- Custom Profiling Dashboard or Report
- Easy-to-read summary with issue types, counts, and business impact
You can’t clean what you don’t understand
Let us profile your Master Data and deliver a clear path forward.
