AI & ML
AI-Powered Document Processor & Analytics Engine — DocIntel
OCR + LLM extraction that turns document chaos into queryable data.
Client / OrganizationLedgerworks Accounting
Development Duration10 Weeks
Primary Metric98.7% Field-Level Accuracy
Delivery StandardEnterprise Ready
Executive Overview
DocIntel ingests scans, PDFs, and photos of documents; vision models and LLMs extract header and line-item data with confidence scores, flag low-confidence fields for human review, then push clean records into your ERP. Ask the archive questions in plain English — every answer links back to the source page and the exact highlighted field.
Measurable Impact & Metrics
98.7% Field-Level Accuracy
80% Less Manual Keying
Under 3s Per Document
Key Architectural Features
OCR + LLM extraction with confidence scoring
Human-in-the-loop review queue for edge cases
Line-item validation against ERP business rules
Natural-language queries over the document archive
Source-linked answers with page-level highlighting
Technology Stack
PythonFastAPIGemini APIPostgreSQLpgvectorDocker
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