AI document intelligence for enterprise workflows.
Not just extraction. A decision layer for enterprise documents.
Turn unstructured documents into validated data, contextual understanding and operational decisions — within one governed workflow.
40M+ pages a year at enterprise scale
Proven throughput in live production.
Classify. Understand. Extract. Validate. Interact. Automate.
One connected lifecycle that turns unstructured documents into validated data, contextual understanding, answers, decisions, and automated pipelines.
Document Classification
Automatically identify document types and route each file to the right model, rule, review path, and business process.
Document Understanding
Extraction tells you what is written. Understanding tells you what it means — context, entities, clauses, tables, relationships, risks, and business meaning inside documents.
Data Extraction
Capture structured fields, tables, line items, dates, amounts, IDs, terms, and key values from complex business documents.
Talk with Documents
Let users ask questions of the document in front of them, or of a collection you point it at, and receive source-backed answers from document content.
Document-Driven Pipelines
Automate what happens next with rule-based pipelines that trigger validation, checks, routing, decisions, and system updates.
Not just OCR. Not just document chat.
An intelligence and automation layer connecting every stage into one auditable flow.
One workspace, the whole document lifecycle.
Every step is visible, traceable, and connected — from intake to enterprise sync.
Document Classification
Automatically identify document types and route each file to the right model, rule, and business process — page by page, at any volume.
Document Understanding
Inspect every page one by one and go beyond keywords and field extraction by interpreting document content in context — entities, clauses, tables, relationships, risks, and business meaning.
That context is what lets enterprise workflows distinguish between similar terms, categories and concepts based on meaning rather than keyword matching alone.
Data Extraction
Capture structured fields, tables, line items, dates, amounts, IDs, terms, and key values from complex business documents.
{ "counterparty": "Acme Industrial", "document_no": "DOC-4471", "total": 48200.00, "line_items": 14, "confidence": 0.98 }
Talk with Documents
Let users ask questions of the document in front of them, or of a collection you point it at, and receive source-backed answers from document content.
Insight works a page at a time. For questions that span your whole document estate at once, that is what DSX IQ is for.
Document-Driven Pipelines
Automate what happens next with rule-based pipelines that trigger validation, checks, routing, decisions, and system updates.
From document intake to operational decision.
Design document-driven pipelines that classify, extract, validate, ask, decide, and sync — without rebuilding your process every time your documents change.
Bring document understanding into your applications through APIs.
DSX Insight runs as a standalone workspace or as an intelligence layer inside the software you already run. Build document-aware experiences directly into your applications using DSX Insight APIs — document understanding, structured extraction, contextual interpretation, document-grounded conversations, source-backed answers and workflow automation.
Document-aware applications
Call classification, extraction and contextual interpretation from your own services through a REST API.
Document-grounded conversations
Create conversational experiences grounded in enterprise documents and their underlying content, with source-backed answers.
Automation in your own flow
Trigger validation, routing and system updates from your application, and receive results through webhooks.
Questions about document intelligence.
Is this OCR?
No. OCR turns pixels into characters and stops there. DSX Insight classifies the document, reads what it means, extracts the fields your systems need, validates them against your rules, answers questions about the content and triggers the next step in the process. OCR is one input to that, not the product.
What happens to documents we cannot classify?
They are routed, not guessed. Anything below your confidence threshold goes to a review step with the page, the extracted values and the confidence attached, so a person decides in seconds rather than re-keying from scratch. The decision is recorded and the rule can be updated from it.
Can it handle our document types, or only standard forms?
Custom document classes and extraction schemas are part of every licence. Layout-heavy, inconsistent and scanned material is the normal case rather than the exception — the classifier is trained on your classes, not on a fixed catalogue.
How do we know an extracted value is right?
Every output carries its source and a confidence score, and every field can be validated against rules you define — formats, totals that must reconcile, values that must exist in another system. What was extracted, what passed, what failed and who approved it is preserved as process history.
Does it replace the people doing this work?
It removes the re-keying and the first-pass reading. Human review stays where your policy puts it, and the platform is built so it can be required before a decision is finalised. Teams typically move from processing every document to handling the exceptions.
How does it reach our existing systems?
Through APIs. DSX Insight runs as a standalone workspace or as an intelligence layer inside the ERP, CRM, case management or data warehouse you already run, and pipelines can write back to them rather than producing a file someone has to move.
Where does it run?
Cloud, private cloud or on-premise, with local model options where data residency requires it. Deployment scope is evaluated against your security requirements rather than assumed.
How is it priced?
A shared platform base plus a per-page rate that steps down as annual volume grows. Every capability is included at every volume — there are no feature tiers.
Ready to see it on your documents?
Bring your document-heavy process. We'll show classification, understanding, extraction, document chat, and automation working end to end.
Request a Demo