Use Case
AI-OCR Data Extraction Platform for Equipment Inspection Forms
Reads paper forms and PDFs of equipment inspection records with AI-OCR and extracts them as structured data, dramatically reducing manual entry.
Overview
Facility management sites hold vast numbers of paper forms and scanned PDFs, and digitizing them required enormous manual entry effort. Automatic reading by AI-OCR combined with a chunk-level review and edit UI enabled both efficient form digitization and higher accuracy.
Benefits
- Automatic extraction of equipment data from PDF forms
- Chunk-level review and edit UI ensures accuracy
- Excel export integrates with existing equipment management systems
Target Industries
- Facility Management
- Energy
Challenges Before / Changes After
Before
- Manual entry of equipment data from paper forms and PDFs took tens of minutes per form
- Risk of transcription errors
- Digitization could not keep up, hindering use of historical forms
After
- AI-OCR extracts from PDFs automatically; review / edit UI ensures accuracy
- Dramatic effort reduction versus manual entry
- Accumulated structured data elevates equipment management
Implementation
AI-OCR Engine
Splits PDF forms into image chunks and extracts tabular and text data via LLM + OCR.
Chunk-Level Review & Edit UI
Displays extracted results per image chunk with editable tables for correction and approval.
Structured Data Export
After all chunks are approved, exports a consolidated Excel file.
Input Formats
PDF forms, image files (PNG / JPG)
Output Formats
Excel (XLSX), JSON
Integrations
Equipment management systems, file servers
Project Summary
Team & Timeline
- OCR engine selection → LLM integration → review UI development
- Facility management / data management team / a.s.ist engineers
Outcomes
- Significantly reduced effort for form digitization
- Eliminated transcription errors
Contact Us
We propose end-to-end support — from PoC through operational design — for AI-OCR data extraction of forms.
- AI-OCR automated reading of PDF forms
- Chunk-level review and edit UI
- Excel / JSON export and existing system integration