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Deep Cognition

Dallas-based AI company providing generative AI-powered document processing through PaperEntry AI, specializing in customs and logistics automation.

Deep Cognition

Overview

Deep Cognition develops PaperEntry AI, a generative AI platform that requires no training or document templates, differentiating from traditional IDP solutions requiring extensive setup. Founded in 2017 by Mandeep Kumar, the company secured $1.25 million in funding in 2023 from investors including Mark Cuban, Baylor Angel Network, and TiE Angels.

The platform has documented implementations with high-profile customers including a U.S. government agency led by former IRS Commissioner Charles Rettig, who noted Deep Cognition "helped significantly reduce backlogs of document data entry using AI automation" while "handling very large volumes with high accuracy." The government deployment achieved 88% faster turnaround, 99% accuracy, and 75% time savings.

Deep Cognition's no-training approach addresses a critical market pain point, as 66% of IDP projects are replacements for failed implementations. The company has processed over one million pages across 10 countries, with dramatic efficiency gains demonstrated at freight forwarder Savino Del Bene SA, where customs entry processing was reduced from 40 hours to 2 minutes.

Key Features

  • No-Training Generative AI: Requires no AI training or document templates for deployment
  • 5-Step Workflow: Intake → Preparation → Extraction → Validation → Export process
  • Vertical Specialization: Industry-specific solutions for customs/freight forwarding and accounts payable
  • High-Volume Processing: Handles 50,000+ documents annually per implementation
  • Flexible Deployment: Cloud or on-premise options with API integration
  • Multi-Document Support: Commercial invoices, packing lists, bills of lading, compliance forms

Use Cases

Government Document Processing

U.S. government agencies deploy PaperEntry AI for mission-critical document backlogs. Charles Rettig, former IRS Commissioner, reported the platform handled "very large volumes with high accuracy" while achieving 88% faster turnaround times.

Customs and Freight Forwarding

Global freight forwarders use PaperEntry AI for customs documentation. Savino Del Bene SA reduced processing time from 40 hours to 2 minutes per customs entry while maintaining 99% accuracy across 50,000 annual commercial invoices.

Cross-Border Trade Documentation

International trade organizations leverage the platform for government forms, certificates of origin, and customs declarations without requiring template configuration or model training.

Technical Specifications

Feature Specification
Core Technology Generative AI requiring no training
Claimed Accuracy 99% data extraction
Processing Architecture 5-step workflow with validation
Document Types Commercial invoices, packing lists, bills of lading, compliance forms
Deployment Options Cloud or on-premise with API integration
Processing Volume 1M+ pages across 10 countries
Setup Requirements No templates or training data required

Resources

Company Information

Headquarters: Dallas, Texas, United States

Founded: 2017

Founder: Mandeep Kumar

Employees: Approximately 25-52