deepread

Overview: DeepRead is an AI-native OCR platform that turns documents into high-accuracy data in minutes. With multi-model consensus, it achieves 97%+ accuracy and flags only uncertain fields for Human-in-the-Loop (HIL) review. Key Features:

• Text Extraction: Convert PDFs and images to clean markdown
• Structured Data: Extract JSON fields with confidence scores
• HIL Interface: Built-in Human-in-the-Loop review — uncertain fields are flagged (hil_flag) so only exceptions need manual review
• Multi-Pass Processing: Multiple validation passes for maximum accuracy
• Multi-Model Consensus: Cross-validation between models for reliability
• Free Tier: 2,000 pages/month (no credit card required)

How It Works: DeepRead uses a multi-model consensus approach to achieve high accuracy. It flags uncertain fields for human review, reducing manual work from 100% to 5-10%. Use Cases:

• Automate document processing for invoices, receipts, and other business documents
• Extract structured data from documents for data analysis and reporting
• Improve data accuracy and reduce manual review time