Turn Business Documents Into Structured Data
Cognic uses Document AI to extract, classify, validate, and process information from business documents, then connect the extracted data to your applications and workflows.
Your Business Documents Contain Data. Your Systems Need Structure.
Businesses receive information through PDFs, scanned documents, forms, invoices, contracts, statements, reports, and other files. Teams often spend time reading documents, entering information, checking fields, and moving data between systems.
Manual Data Entry
Employees read documents and enter information into business systems.
Unstructured Information
Important information exists inside PDFs, scans, forms, tables, and free-text documents.
Document Variation
Documents from different sources often use different layouts and formats.
Validation Work
Extracted data needs checks and validation before it can be used.
Disconnected Workflows
Document processing often requires multiple manual steps across teams and applications.
From Documents to Actionable Business Data
Cognic builds intelligent document processing solutions that go beyond OCR — combining AI extraction, classification, validation, and workflow automation.
Document Extraction
Extract text, tables, fields, entities, and relevant information from documents.
Explore →Document Classification
Identify document types and route documents to the correct workflow.
Explore →Workflow Automation
Send extracted information into applications, databases, approval processes, and business workflows.
Explore →From Uploaded Document to Completed Workflow
Intelligent document processing combines OCR, classification, AI extraction, validation, human review, and system integration in one structured pipeline.
PDF, Scan, Image, Email Attachment, Upload, API
Convert supported document content into machine-readable information.
Identify the document type and route to the correct workflow.
Extract relevant fields, entities, tables, and content.
Apply business rules and confidence checks to ensure accuracy.
Route uncertain or sensitive results to a reviewer when required.
Send approved information into systems and workflows.
Process the Documents Your Business Works With
Extraction models are designed around your specific document types, layouts, and fields — performance depends on document quality and structure, which Cognic assesses during discovery.
Invoices
Extract invoice numbers, dates, suppliers, line items, taxes, totals, and other required fields.
Contracts
Extract parties, dates, clauses, obligations, and defined business information.
Applications
Process structured and semi-structured application forms.
Bank Statements
Extract transactions, balances, dates, and other required information.
Reports
Extract structured information from operational and business reports.
Receipts
Process transaction information and expense-related fields.
Forms
Extract fields from digital or scanned forms and questionnaires.
Custom Documents
Build extraction workflows around your business-specific document formats.
Combine AI Extraction With Business Rules
Document AI becomes more useful when extracted information passes through validation, business rules, and appropriate review before reaching downstream systems.
Field Validation
Check extracted values against defined requirements and formats.
Business Rules
Apply organization-specific rules to document information.
Confidence Review
Route uncertain results for review based on defined thresholds.
Exception Handling
Send incomplete or inconsistent documents to the appropriate workflow.
Move From Document Processing to Workflow Automation
Document AI delivers the most value when extraction connects directly to automated workflows — instead of ending at a spreadsheet.
Turn Document Collections Into Searchable Business Knowledge
Cognic combines Document AI with RAG when businesses need to extract information from documents and make approved knowledge available for search and AI-assisted interaction — with access controls and source references. AI answers are grounded in approved sources but should be verified for critical decisions.
Document Search
Search approved document collections using natural language.
Knowledge Assistants
Help employees retrieve relevant information from approved documents.
Document Q&A
Allow users to ask questions about supported document collections.
Let AI Agents Work With Business Documents
AI agents operate within defined permissions, workflows, and review controls — handling defined document tasks while people stay in control of important decisions.
Invoice Agent
Extract invoice information and route defined approval workflows.
Contract Agent
Identify specified contract information and send results to an approved workflow.
Application Agent
Process application documents and route extracted information.
Reporting Agent
Extract structured information from recurring reports and prepare approved outputs.
Where Document AI Creates Value
Document AI supports document-heavy workflows across finance, insurance, healthcare, real estate, legal, and operations.
Finance
Invoice processing, expense documents, statements, and financial records.
Explore Financial Services →Insurance
Claims documents, policy documents, applications, and supporting records.
Explore Insurance →Real Estate
Lease documents, property records, applications, invoices, and operational documents.
Explore Real Estate →Legal
Contracts, case documents, forms, and structured information extraction.
Operations
Reports, forms, work orders, applications, and operational documentation.
Explore Manufacturing →Automate Invoice and Financial Document Processing
Invoice automation is one of the most common Document AI use cases — extracting supplier, line-item, tax, and total information and connecting it to approval workflows and accounting systems.
Illustrative example data — not actual customer results.
Process Claims and Policy Documents Faster
Insurance teams handle high volumes of claims documents, policy paperwork, applications, and supporting records. Document AI classifies, extracts, and routes this information into claims workflows with validation and review controls.
Claims Documents
Extract and route information from claims submissions.
Policy Documents
Process policy paperwork and related records.
Application Forms
Process structured and semi-structured applications.
Supporting Documents
Handle receipts, reports, and supporting records.
Automate Document Workflows Across Healthcare Operations
Document AI helps healthcare organizations process defined administrative and operational documents while applying appropriate access controls, validation, and human review. Controls are designed around each implementation's compliance requirements.
Forms
Extract fields from administrative and intake forms.
Administrative Documents
Process administrative paperwork and operational records.
Applications
Process application documents and route extracted information.
Reports
Extract structured information from operational reports.
Invoices
Process supplier invoices and financial documents.
Operational Records
Organize and route operational documentation.
Connect Document AI to the Systems You Already Use
Extracted information only creates value when it reaches your systems. Cognic connects document processing to your existing applications and workflows.
API Integration
Send extracted information to approved systems through APIs.
Database Integration
Store structured document data for downstream applications and reporting.
Workflow Integration
Trigger defined workflows after document processing.
Explore Workflow Automation →Keep People in Control of Important Decisions
Document AI should automate repetitive processing while giving people the ability to review exceptions, uncertain results, or sensitive decisions. AI processing routes high-confidence results to automated workflows; low-confidence or sensitive results go to human review.
Review Queue
Send selected documents or fields to reviewers.
Correction
Allow reviewers to correct extracted information.
Audit Trail
Maintain appropriate processing and review records based on project requirements.
A Document Processing Architecture Built Around Your Workflow
Six layers connect document sources to business systems — with AI, validation, and human review in the middle.
What Document AI Helps Your Team Do
The value of Document AI comes from fitting your documents, rules, and workflows — not from generic claims.
Reduce Manual Data Entry
Automate repetitive document reading and data entry tasks.
Process Documents Consistently
Apply structured processing rules across defined document workflows.
Improve Data Access
Turn document information into structured business data.
Connect Documents to Workflows
Move extracted information into downstream processes and applications.
Focus People on Exceptions
Route selected documents and fields for human review instead of reviewing everything manually.
Document AI Built for Business Workflows
Cognic is a document intelligence and workflow automation partner — not an OCR-only vendor. Extraction is designed around what happens after the data is extracted.
AI + Automation
Combine document intelligence with workflow automation and system integration.
Business-Specific Extraction
Design extraction around the fields and information your business needs.
Integration-First
Connect document processing to existing applications and systems.
Human-in-the-Loop
Keep review controls where business requirements demand them.
From Unstructured Documents to Business Workflow
An example of Document AI, extraction, and workflow automation delivered by Cognic for real business operations.
Understanding Document AI
What Is Document AI?
Document AI uses artificial intelligence, OCR, machine learning, and document processing techniques to extract and organize information from documents so businesses can use the information in applications and workflows.
What Is Intelligent Document Processing?
Intelligent Document Processing combines document ingestion, OCR, classification, data extraction, validation, and workflow automation to process business documents with less manual effort.
How Does Document AI Work?
Document AI typically receives a document, processes its content, identifies the document type, extracts relevant information, validates the extracted data, routes exceptions for review, and sends approved information to a business system or workflow.
What Documents Can Document AI Process?
Document AI solutions support defined document types such as invoices, contracts, forms, applications, statements, reports, receipts, and other structured or semi-structured business documents.
What Is the Difference Between OCR and Document AI?
OCR converts text from images or scanned documents into machine-readable text. Document AI goes further by identifying document types, extracting specific fields, understanding document structure, applying validation, and connecting the information to business workflows.
Can Document AI Connect With Business Systems?
Document AI can connect with business applications through APIs, databases, workflow automation, RPA, and other approved integration methods.
Document AI Solutions From Cognic
Cognic Systems provides Document AI solutions for businesses that need to extract, classify, validate, and process information from invoices, contracts, forms, applications, reports, statements, and other documents. Cognic connects Document AI with business workflows, APIs, databases, RAG, AI agents, analytics, and custom applications.
Document AI & Intelligent Document Processing FAQs
What is Document AI?
What is intelligent document processing?
How does Document AI work?
What is the difference between OCR and Document AI?
What types of documents can Document AI process?
Can Document AI extract data from PDFs?
Can Document AI process scanned documents?
Can Document AI extract tables from documents?
Can Document AI classify documents?
Can Document AI validate extracted information?
Can Document AI connect with ERP and CRM systems?
Can Document AI automate invoice processing?
Can Document AI process contracts?
Can Document AI support human review?
Can Document AI work with RAG?
Can Document AI work with AI agents?
How accurate is Document AI?
How long does a Document AI implementation take?
Ready to Automate Your Document Workflows?
Tell us which documents your team processes and what happens after the information is extracted. Cognic will help define the right Document AI, validation, integration, and workflow approach.