Pre-Submission Quality Gate • Contributor Readiness Layer
Pre-Flight AI Dataset Verifier
Answer the vital question before submission: “Is my dataset ready for AI Kosh, and what must I fix first?” Evaluates official IndiaAI rubric alignment alongside extended contributor diagnostics and privacy signals.
One-Click Presets:
100% Local In-Browser Processing 0 Bytes Transmitted
Your dataset files are read strictly into your local browser memory via the HTML5 FileReader API. No records are sent to external servers or LLMs.
Zero-Exfiltration Sandbox
Dataset Intake & Metadata
Client-Side MemoryPre-Flight Intake Ready
Click "Run Pre-Flight Audit" to evaluate official IndiaAI criteria, execute Verhoeff Aadhaar verification, and inspect row-by-row status below.
In-Memory Data Preview & Row Status Inspector
Inspect each record in memory. Flagged PII cells are highlighted with suggested redactions.
Rows:
| # | Audit Status | id | state | district | crop | soil_ph | yield_mt_per_ha | harvest_date |
|---|---|---|---|---|---|---|---|---|
| 1 | Ready for Audit | 1 | Maharashtra | Nashik | Grapes | 6.8 | 14.2 | 2024-03-12 |
| 2 | Ready for Audit | 2 | Punjab | Ludhiana | Wheat | 7.2 | 5.4 | 2024-04-05 |
| 3 | Ready for Audit | 3 | Karnataka | Shimoga | Arecanut | 6.1 | 2.8 | 2024-02-28 |
| 4 | Ready for Audit | 4 | Tamil Nadu | Thanjavur | Paddy | 6.5 | 6.1 | 2024-01-20 |
| 5 | Ready for Audit | 5 | Gujarat | Rajkot | Groundnut | 7.5 | 3.1 | 2024-04-18 |
Showing records 1 to 5 of 6 total
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