Intelligent Document Processing & Automated Extraction Pipeline
End-to-end vision-language AI pipeline for automated parsing, OCR correction, structured JSON extraction, and ERP ingestion of complex multi-page invoices and technical blueprints.
Architecture & Tech Stack:
Overview
Industrial suppliers send documents across dozens of unstandardized formats—ranging from cleanly generated vector PDFs to skewed smartphone photos of physical bills of lading.
Androix Limited delivered an end-to-end processing pipeline that combines high-precision spatial bounding box detection with modern multimodal language models to convert visual documents into validated, structured schema payloads.
Key Capabilities
- Pre-Processing & Deskewing: Automated image sharpening, contrast leveling, and perspective correction.
- Layout-Aware Extraction: Preserving multi-column tables, nested line items, and handwritten authorization signatures.
- Automated Confidence Scoring: Every extracted entity receives a probabilistic certainty index. Items above 95% certainty flow directly into ERP financial ledgers, while uncertain items are flagged into a modern verification UI.