LDC BI โ€” Data Service

admin.ldcbi.com ยท Sale Margin upload

LDC BI Data Service Admin
  1. 1Upload
  2. 2Detect mapping
  3. 3Validate
  4. 4Import

Drop Excel/CSV here or click to browse

.xlsx ยท .csv ยท max 50 MB ยท Sale Margin source

Recent uploads

FileSourceRowsStatusByTime

Review queue

FileOutcomePass rateRowsCreated

Step 2 ยท Detect column mapping

Field mapping

Edit any row to override the auto-detected source column. Mouse over the sample data to see what will be imported.

Raw sheet preview (first 8 rows)

Step 3 ยท Self-validation

Sample of 200 rows runs through the full coercer and plausibility checks.

Deep-parse fallback

The mapping above does not produce clean rows. We can ask Gemini to read the raw cell grid and extract the canonical fields directly. This works well for unusual layouts (multi-row headers, metadata banners, form-style sheets).

Step 4 ยท Import to database

Database

fact_sales rows: โ€”

Uploads today: โ€”

Wizard tips

  • Cache hit means we've seen these exact column names before โ€” the mapping is reused with zero LLM cost.
  • Pass rate ≥ 98% auto-commits. Lower scores go to the review queue.
  • Deep-parse only runs when normal detection fails. It costs ~1 cent per file.

๐Ÿ’ฌ Ask AI

Ask Gemini Flash about this file: column meanings, suspicious rows, what report it feeds, or how to fix a mapping.