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In natural language, by text or voice, across one or several workspaces. The question is understood, not just matched by words.
Document Chat · AI-DMS module
Document chat answers questions across your workspaces and names the documents the answer is based on.
Meaning, full text, OCR text and entities in one search. By text or voice, in the web app, mobile app and via MCP.
Trusted by leading companies worldwide
How it works
The chat sits on the index the AI-DMS builds anyway. No upload per question, no context limit of a single document.
In natural language, by text or voice, across one or several workspaces. The question is understood, not just matched by words.
Four sources in one search: embeddings for meaning, full text, OCR text and entities such as companies and amounts, merged into one ranked list. The agent then reads the matching documents itself.
The answer names the documents it used, and one click opens the original. The chat can filter the document list, for example to all invoices from October.
Capabilities
Not one PDF in a context window, but the workspace as a knowledge space.
Embeddings, full text, OCR text and entities, merged into one hit list.
The agent reads several documents, such as invoice, credit note and bank statement, and brings them together in one answer.
You choose one, several or all workspaces you may open.
Every answer names the documents used, and one click opens the original.
Embeddings for summary, page, paragraph and metadata so details are found too.
Speak questions, hear answers, search without a keyboard.
The chat filters and sorts the document list and highlights the hits.
The same search in Claude, ChatGPT and Cursor, with the same permissions.
Comparison
Any model can question one document. The difference starts with the second.
| Comparison | PDF in an AI assistant | Full-text search in the DMS | PaperOffice document chat |
|---|---|---|---|
| Scope | One document per chat | All, but words only | All documents, by meaning |
| Relations | None | None | Entities and several documents |
| Sources | Only the uploaded file | Hit list | Documents used, original in one click |
| Memory | Ends with the chat | None | Saved chats |
| Actions | None | Open | Filter, open, send |
| Data location | Upload to the vendor | In the DMS | Own EU data center |
curl -X POST \ "https://api.paperoffice.ai/latest/document_intelligence/embeddings/search" \ -H "Authorization: Bearer po_ut_YOUR_API_KEY" \ -H "Content-Type: application/json" \ -d '{"query":"Rechnungen Nordlicht über 1.000 Euro im Juli","embedding_type":"document_summary","limit":10}' curl -X POST \ "https://api.paperoffice.ai/latest/documents/documents-list" \ -H "Authorization: Bearer po_ut_YOUR_API_KEY" \ --data-urlencode "workspace_id=1553" \ --data-urlencode "global_search=Wartungsvertrag Kündigungsfrist" \ --data-urlencode "search_mode=hybrid" { "mcpServers": { "paperoffice": { "url": "https://mcp.paperoffice.ai/dms", "headers": { "Authorization": "Bearer po_ut_YOUR_USER_TOKEN" } } }} For developers
Semantic search over embeddings, hybrid document search in the workspace and the MCP server for your own assistants.
Question in natural language, selectable embedding layer, hits with score.
Full text, OCR, entities and embeddings in one call, with filters and pages.
Search, documents and actions as tools in Claude, ChatGPT and Cursor.
Security and compliance
Questions, answers and index are processed in our own EU data center. The chat sees only workspaces the user is authorized for.
Frequently asked questions
No. The chat works on the index of the AI-DMS. Whatever is in your workspaces can be asked about without uploading a file.
With four sources in one search: embeddings for meaning, full text, OCR text and entities such as companies, amounts and dates. Hits are merged into one ranked list, and the agent then reads the matching documents itself.
The answer names the documents it used, and one click opens the original, so you can check every statement against the record. The chat itself points out that AI answers can contain mistakes.
Yes. You choose one, several or all workspaces you may open. Protected workspaces stay out until you unlock them.
Yes. It filters and sorts the document list, highlights hits, opens documents and sends them protected on request. Permissions apply as in the app.
Full text, OCR text and embeddings for summary, document and pages are created from Basic. Premium adds entities and relations, Ultra adds the paragraph level.
Yes. Semantic search over embeddings, hybrid document search and the MCP server are available.
Case Studies
Discover how businesses transformed their processes with PaperOffice AI.
Measurable customer success
"Enterprise document management for all our mining operations. World class."
"FDA-regulated pharmaceutical labels require seamless documentation. PaperOffice has reduced our approval process from days to hours."
"Technical documentation and order processing now run fully automatically."
"Digitization has revolutionized our administration. Citizen inquiries are now processed in minutes instead of days."
"Patient records, medical reports, and referrals are automatically captured and classified. Our practice team finally has time for their patients."
"8,000 employees and thousands of guest documents every day. PaperOffice has completely digitized our back-office processes."
"Loan applications and compliance documents are now processed in minutes instead of hours. The regulatory review is fully automated."
"Construction project documentation and compliance are now digital and traceable."
"Check-in forms, invoices, and guest communications are fully digital. Our concierge team now focuses on providing excellent service."
"Gas station billing, supplier documents, and compliance records from over 250 stations are automatically processed and archived."
"GMP-relevant documentation for pharmaceutical functional labels now runs automatically. Audit trails are seamless and instantly accessible."
"Blueprints, permits, and customer files for our wooden houses are now managed centrally. After six generations, we are finally paperless."
"Supplier contracts, certificates, and customs papers for hundreds of roasteries worldwide are automatically captured and assigned to the correct product."
"Temperature logs, CMR waybills, and food certificates are automatically scanned and assigned to the order. Misallocations are a thing of the past."
"Heavy transport permits, route plans, and project documentation are now instantly accessible digitally. No more searching through folders."
"Customs documents, warehouse receipts, and shipping orders for our Eastern European network are automatically classified. Four generations of logistics, finally digital."
"Printing specifications, customer approvals, and material certificates are now accessible centrally. The production error rate has dropped to near zero."
"Sustainability certificates, supplier contracts, and customer specifications are processed automatically. Swiss precision, now also digital."
"Building permits, subcontractor contracts, and acceptance protocols for our commercial properties are now fully documented digitally."
"Purchase agreements, exposés, and customer files from over 30 years of market leadership are now digitally searchable. Every agent finds everything in seconds."
"Ocean freight documents, customs declarations, and bills of lading are automatically captured. Baltic Sea logistics has never been so efficient."
"Thousands of custom packaging orders per week, including design approvals, print data, and delivery documents. PaperOffice keeps it all together."
"Pathology lab documentation and device certifications are now fully automated. Seamless traceability for every specimen."
"Loan documents, security papers, and customer correspondence are processed in minutes instead of hours. The regulatory review is seamless."
"Technical specifications, quality certificates, and recycling protocols for our steel production are central and instantly accessible."
"Pharma and cosmetic label specifications with regulatory requirements are automatically checked and approved. No more manual checklists."
"KYC documents, investment reports, and regulatory filings are classified in seconds. As an MAS-regulated robo-advisor, seamless compliance is essential."
"Safety data sheets, transport permits, and ADR documents for chemical logistics are automatically assigned. Zero tolerance for errors."
"Certificates of authenticity, supplier records, and customer warranties for our pearl collections are automatically archived and instantly accessible."
"SME loan applications, security documents, and regulatory reports are automatically classified. Our advisors have more time for customer consulting."
"Customer files from over 135 years of banking history are being successively digitized. 5,000 employees now have instant access to all documents."
"Microcredit applications and compliance documents for millions of customers are now processed in minutes instead of days. A game changer for financial inclusion."
"Hundreds of thousands of delivery notes and return slips per day are processed automatically. Vietnam's leading e-commerce logistics provider, now paperless."
"CNC manufacturing protocols, material certificates, and customer specifications for oil, gas, and aerospace projects are now fully documented digitally."
"Vision 2030 requires complete digitization. PaperOffice processes government documents for Saudi Arabia's digital backbone."
"Material certificates, hardening protocols, and customer specifications are automatically assigned to the correct order. Australia's only Q&T manufacturer, now paperless."
"Weld seam protocols, structural calculations, and project plans are managed digitally. Our workshop teams have access in real time."
"Aerospace certificates, CNC programs, and customer tolerances are automatically classified. AS9100 evidence has never been this easy to produce."
"Merchant contracts, KYC documents, and transaction receipts for hundreds of thousands of SMEs are processed in seconds. Mexico's payment revolution, paperless."
"Harvest documentation, export certificates, and quality protocols for our high-altitude Malbecs are automatically archived. 120 years of winemaking tradition, now digital."
"Millions of user verifications and regulatory documents are processed fully automatically. Scaling without paper."
"Merchant onboarding documents and compliance records for Africa's leading payment provider are processed in minutes instead of days."
"Organic certificates, supplier audits, and product labels for thousands of natural products are automatically checked and archived."
"Regulatory documents from 33 African countries, partner contracts, and audit trails are managed fully automatically. An enterprise DMS for a $3 billion fintech."
"Prescriptions and medication management now run fully automatically. More time for our patients."
"Centuries-old documents are now digitally searchable. A milestone for our historical archives."
"Our caregivers finally have more time for residents instead of paperwork."
"500,000+ records digitized. Our deputies now find all information instantly."
"Patient records management is now a breeze. Everything automatically captured and archived."
"Inheritance and estate documentation is now efficient and error-free."
"Digital property management for all our residential complexes. Tenants and owners are thrilled."
"With PaperOffice, we have accelerated our invoice processing by 99%. The AI automatically recognizes all relevant data and assigns it correctly."
"PaperOffice has become indispensable to our daily work. Orders, quotes, and invoices are now automated."
"The documentation of our care services is now digital and automated. More time for our patients."
"Technical drawings, bills of materials, and quality protocols are instantly searchable. A search that used to take 30 minutes now takes 30 seconds."
"Client receipts, tax assessments, and annual financial statements are automatically sorted and assigned to the correct client. Receipt chaos is a thing of the past."
"Project documentation, SLAs, and customer communication for our IT consulting projects are automatically classified and archived."
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