OVERVIEW

DMI Document AI is a secure, scalable, AI-driven Intelligent Document Processing (IDP) solution built on FedRAMP-accredited AWS services. It helps federal agencies modernize high-volume, document-heavy mission workflows. As agencies manage millions of unstructured documents—eligibility records, applications, case files, handwritten archives, and regulatory forms—DMI Document AI automates extraction, classification, validation, and document generation, reducing backlogs and improving mission outcomes.

The solution provides end-to-end support for ingestion, multimodal analysis, classification, entity extraction, workflow automation, and secure long-document generation with human-in-the-loop review. Its modular components—DocuChew, DocuRun, and DocuGen—allow agencies to deploy only what they need while maintaining strict standards for privacy, security, and data sovereignty within their AWS environments.

DMI’s Document AI surpasses traditional OCR by using Generative AI and multi-model LLMs to interpret handwriting, understand complex layouts, classify documents, extract structured data, and transform static content into actionable intelligence. With advanced RAG capabilities, Document AI can generate 200-page documents in under an hour, enabling rapid creation of policies, SOPs, and compliance documentation.

Designed for agencies at varying levels of IDP maturity, DMI Document AI accelerates digital modernization by reducing manual work, improving accuracy, enhancing security, and enabling compliant, human-centered automation at scale.

Features

OCR Free Ingestion

Generative AI approach that eliminates rigid OCR templates, enabling accurate ingestion of PDFs, images, handwriting, and multi‑page documents.

Intelligent Document Classification

DocuChew applies multi‑model LLMs to identify document types, extract metadata, and maintain >90% accuracy across variable layouts and formats.

Smart Templates (Catalog Blueprints)

DocuRun uses Data Automation to apply natural‑language‑driven templates that separate extraction logic from code for rapid scalability.

Entity Extraction & Validation

Automatically extracts names, dates, identifiers, and addresses, then validates them against business rules with human‑in‑the‑loop error correction via A2I.

Advanced Document Generation

DocuGen prioritizes sources using user‑defined weights, assembles a contextual package, and generates targeted long‑form documents with LLMs such as OpenAI and Amazon Nova Pro.

FedRAMP Aligned Security & Governance

Built-in security controls, encryption, VPC isolation, audit logging, PII protection, and AI Guardrails to meet federal compliance needs.

Benefits

Accelerated Processing & Reduced Backlogs

Automates high‑volume document intake, extraction, and validation to help agencies process millions of records faster and eliminate backlogs.

Mission Driven Accuracy

Improves precision for noisy scans, handwriting, and complex layouts, yielding meaningful gains over traditional OCR.

Lower Operational Burden

Smart templates eliminate repetitive rule updates, cutting maintenance efforts and enabling rapid adaptation to new document types.

Enhanced Security & Compliance

Data stays within the agency’s AWS environment with encryption, auditability, guardrails, and FedRAMP‑accredited services.

Human Centered Review & Quality Control

A2I workflows allow humans to review extracted or generated content, improving accuracy and ensuring compliance in sensitive workflows.

Rapid Long Form Document Creation

Generates 200+ page documents in ~45 minutes, significantly reducing manual drafting time for policies, audits, and SOPs.

Model

Aws Blog Infographic scaled

WHY DMI

DMI delivers end-to-end managed services across mobility, cloud, cybersecurity, network operations, and application development.

With 125+ certified data analytics experts, we work with organizations to create a holistic road map and infrastructure to support insight and enable business users to extract, analyze, and consume data out of a single data platform. Leveraging DMI’s cloud data platform services allow you to shift your focus away from managing disparate infrastructure to gain actionable insights from all data across your commercial enterprise. We enable organizations to scale fast, remove data silos, and add new features and enhancements that expedite speed to market and improve customer retention and satisfaction.