Finance document processing
Extract invoice fields with OCR, retrieve purchase-order and policy context, and prepare exceptions for finance review.
Explore invoice OCR and finance RAG workflowsRAG · OCR · industry workflows
RAG and OCR solutions for document-heavy industries.
Extract useful data from invoices, forms, contracts, reports, and scans. Retrieve cited answers from approved knowledge. Add controlled AI agents only where the process needs routing, drafting, or system action.
This page covers what each sector's documents, rules, and reviewers require. For working systems see Applications; for step-by-step worked examples see Use Cases; for the delivery platform behind them see Platform. The services themselves are OCR document processing and enterprise RAG development.
OCRextract text, tables, and fields
RAGretrieve answers with source context
Humanreview at defined decision points
Traceableoutputs, approvals, and actions
The right combination depends on your document types, knowledge sources, workflow rules, and security requirements.
By industry
See where RAG and OCR remove document bottlenecks.
Each example starts with a real business input, applies OCR extraction or RAG retrieval, and shows where a person reviews the result before the workflow continues.
Industry solution directory
Explore RAG and OCR workflows by industry.
Each page connects a specific document problem to OCR extraction, RAG knowledge retrieval, human review, and controlled workflow action.
Healthcare administration
Structure intake forms and attachments, retrieve approved policy guidance, and keep administrative decisions with authorized staff.
Explore healthcare OCR and RAG workflowsEngineering and manufacturing knowledge
Process scanned technical records and retrieve cited context from manuals, specifications, reports, and project files.
Explore engineering and manufacturing RAG workflowsLegal and compliance documents
Extract clauses and obligations, retrieve governing policy with source context, and route review-ready output to experts.
Explore legal document OCR and compliance RAGCustomer support knowledge
Retrieve approved support guidance, draft grounded responses, and send attachments or uncertain cases for specialist review.
Explore RAG-powered customer support workflowsOperations and supply chain
Process supplier documents, retrieve relevant SOPs, and prepare procurement or exception workflows for manager review.
Explore procurement OCR and SOP RAG workflowsBuilt for controlled work
Keep extracted data, retrieved answers, and actions under control.
Useful document automation needs more than model output. We design access boundaries, review points, source context, and traceable workflow records into the solution.
Human approval
People review sensitive, uncertain, and high-impact outputs before any consequential action is taken.
Source context
RAG answers can return supporting document context so reviewers can check where information came from.
Data boundaries
OCR pipelines, retrieval indexes, and agents are restricted to approved documents, systems, and user permissions.
Documents first
Start with one high-value document workflow.
We will review the files, knowledge sources, required outputs, exceptions, approval points, and deployment constraints before recommending RAG, OCR, or both.