Docu Lens – Form Data Extraction Agent
Docu Lens: Smartly extract data from forms, transforming documents into actionable insights.
Publisher
Accenture
Industry Type
Financial Services
Product Details
This agent, Docu Lens, extracts fields such as claimant name, date, vehicle details, and damage description using Document AI. It validates field completeness and pushes structured JSON into Firestore. Once a form or document is uploaded, it starts processing without user prompts, understands context from layout and content such as table structure and handwritten zones, and organizes the extracted data into structured schemas. It corrects OCR misreads by validating against field expectations such as policy ID format and flags uncertainty for human review.
The agent helps insurance companies and claim processing departments analyze incoming claims for authenticity and accuracy, reducing manual review time and improving fraud detection accuracy. Reported impact includes 3–5x faster claim initiation, reduced workforce costs, improved accuracy, and the removal of manual data entry from claim intake.
Key Use Cases
Automated Insurance First Notice of Loss (FNOL)
Ingests scanned and handwritten claim forms using Document AI, automatically extracting tabular and unstructured accident data into structured Firestore schemas while reducing intake processing time by up to 5x.
Fraud Detection and Data Validation Pre-Screening
Cross-validates extracted policy IDs and claimant details against business rules to correct OCR misreads and flag suspicious inconsistencies for manual claims adjuster review.
Explore detailed deployment path
Requires Gemini. Access integration prerequisites, specialized agent configuration guides, and implementation documentation.