Document Quality Metrics Dashboard

🔒 Locked
Checking Ingestor...
📁
Ingested Files
-
📄
Total Pages
-
⚡
Avg Proc Time
-
⚙️
Stirling Repairs
-
🔗
Cross-References
-
🧬 Ingestion Profile & OCR Engines
Digital Documents -
Digital
Scanned
● Searchable / Native Text ● Scanned / Requiring OCR
🛡️ Quality Verification & Recent Processing

Estimated OCR Score

-%
Avg Quality
📢 Awaiting data...
Adaptive threshold preprocessing triggers PaddleOCR v4 or Stirling fallback when page text drops below 100 characters, aiming for 95%+ precision.

📥 Recent Documents Processing Log

Filename Format Pages Extraction Engine Quality Refs Proc Time
⚠️ Low Confidence Alerts (<70%)
Filename Pages OCR Method Quality Action Needed Actions
📦 Unsalvageable — Needs Better Copy (0)
Filename Status
🟡 Watch Tier (70–79%) — Usable But Noisy (0)
Filename Pages OCR Method Quality Assessment
📟 Ingestion Health Real-Time Logs