See Your Next Import Take Shape.
Try Data Preview with a messy, synthetic employee file. Recognize headers, confirm column mappings, approve email repairs, and inspect the real output. No sign-in required.
Synthetic sample only. Processing stays in this browser. This demo does not upload files, create background jobs, or send data to another system.
1. Recognize and Map
Find the header row and match source columns to a versioned destination specification.
2. Review and Repair
Approve missing-domain repairs and review records that need correction.
3. Inspect and Download
Get accepted rows, rejected rows, structured issues, and a transformation log.
Recognize and Map
The sample has a title before its header row, leading-zero employee IDs, incomplete email addresses, and two records requiring review.
View Original CSV
Destination: MDS Employee Import · Version 1.0
Generic demonstration specification, not a vendor-certified import. Confidence is rule-based: exact header match or recognized alias.
| Destination Field | Source Column | Suggested Confidence | Recognition |
|---|
Review and Prepare
Two valid sample addresses share example.com, allowing a work-domain suggestion. Incomplete addresses remain rejected until repairs are approved. Complete addresses are preserved.
Accepted Rows
Email Repair Decisions
Remaining Blockers
View Transformation Log
Live JSON Result
Waiting for SampleGenerated by the same validation engine used by Data Preview. This is local demo output, not a server API call.
Start the demo to see a real validation response.
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