All projects

AI Document Intelligence

Smart Doc AI

Enterprise document processing engine that extracts, normalizes, and structures unstructured PDFs, invoices, and contracts using multimodal AI with fallback redundancy.

Live Application

Problem

Manual document data entry from irregular PDFs, invoices, and contracts causes costly errors and takes upwards of 15 minutes per document.

Implementation and contribution

The existing portfolio documents a document-upload, extraction and export interface with structured output workflows.

Architecture

Next.js SSR/CSR + Gemini Multimodal Vision API + Structured JSON Schema Validator

Trade-offs and limitations

Extraction quality depends on document layout and model behavior. Sensitive documents require review of the demo provider's data handling before upload.

Evidence and availability

Workflow screenshots and a demo entry point are available. The earlier accuracy and processing-time figures have been removed pending supporting evaluation data.

Technologies

  • Next.js
  • Google Gemini Flash
  • Vision AI
  • Tailwind CSS
  • TypeScript
  • PDF.js

Workflow screenshots

Smart Doc AI workflow screenshot 1
Smart Doc AI · Screenshot 1
Smart Doc AI workflow screenshot 2
Smart Doc AI · Screenshot 2
Smart Doc AI workflow screenshot 3
Smart Doc AI · Screenshot 3
Smart Doc AI workflow screenshot 4
Smart Doc AI · Screenshot 4

Descriptions are grounded in the existing portfolio and available project material. Unsupported benchmarks are not presented as verified results.

Discuss this project