Named Entity Recognition.
Extract people, companies, amounts, IBANs and 13+ entity types from any document – powered by 800+ specialized LLMs, context-aware and in real time.
13+ entity types included – people, companies, amounts, IBANs, tax IDs and more. Everything in one analysis.
Included in every extraction
How it works
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AI Analysis
800+ LLMs extract entities
Structured Data
JSON with 13+ entity types
Every document is analyzed by the right AI model
Industry-trained language models recognize entities in context – 'Apple' as a company vs. fruit, 'Paris' as a city vs. person.
Zero-Shot Recognition
No training, no templates – ready to use immediately
Multi-Pipeline
LLM + Vision + Pattern matching for maximum coverage
Entity Resolution
Automatic deduplication and canonicalization
Knowledge Graph
Extracted entities form a connected knowledge model
What sets us apart
Context-Aware NER
AI understands meaning in context – not just pattern matching, but real language comprehension.
Zero-Shot Extraction
No training phase, no templates. Every document is understood immediately.
Entity Resolution
'James Wilson', 'J. Wilson' and 'Mr. Wilson' are recognized as the same person.
Knowledge Graph
Entities are automatically connected – see which people are linked to which companies.
Triple-Layer Pipeline
LLM extraction + Vision analysis + Pattern matching – triple security for every entity.
Table Context
Entities from tables are extracted with row and column context – not just isolated values.
139 Languages
Analyze documents in 139 languages – from English and French to Arabic and Chinese.
Real-Time API
Extract entities in under 100ms per page – faster than any human reviewer.
What we extract
From personal names to complex financial data – every information type is recognized.
People
Names, titles, roles, contacts
Organizations
Companies, institutions, departments
Locations & Addresses
Cities, countries, street addresses
Dates & Deadlines
Dates, deadlines, periods
Amounts
Prices, totals, currencies
IBANs & Bank Data
Account numbers, BICs, bank details
Email Addresses
Contact emails from any document
Phone Numbers
Landline, mobile, international formats
Invoice Numbers
Invoice IDs, receipt numbers
Order Numbers
Order IDs, PO numbers
Tax IDs
VAT ID, tax number, TIN
URLs & Links
Web addresses, deep links
Products
Item names, SKUs, services
Regex vs. Standard NLP vs. PaperOffice
Regex / Pattern
- Fixed patterns (IBAN, email)
- Context understanding
- New entity types without code
- Multilingual
- Table extraction
- Entity resolution
Standard NLP
- Standard entities (person, location)
- Context understanding
- Domain-specific types
- 139 languages
- Table extraction
- Entity resolution
PaperOffice AI
- 13+ entity types
- Context-aware LLM recognition
- Zero-shot, no templates
- 139 languages natively
- Tables with row/column context
- Entity resolution & knowledge graph
Entity extraction across all industries
Invoice Processing
Extract vendor, amounts, IBANs, tax IDs automatically for accounts payable automation.
Contract Analysis
Identify parties, dates, obligations, and key terms from legal documents.
Medical Records
Extract patient names, diagnoses, medications, and dosages from clinical documents.
Compliance & KYC
Identify people, companies, addresses for AML/KYC checks and sanctions screening.
Logistics & Supply Chain
Extract tracking numbers, delivery addresses, senders and order numbers from freight documents.
Property Management
Analyze lease agreements: tenants, areas, rent amounts, deadlines captured automatically.
HR & Recruiting
Extract applicants, qualifications, employers and salary expectations from resumes.
Insurance
Capture policy numbers, claim amounts, insured parties and claim dates from reports.
Integrate entity extraction in 5 minutes
# Entity-Extraktion aus Dokument
$ curl -X POST \
"https://api.paperoffice.ai/document_intelligence/entities" \
-H "Authorization: Bearer YOUR_API_KEY" \
-F "file=@invoice.pdf" \
-F "types=PERSON,ORG,MONEY,IBAN,DATE"
# Response: 13+ Entity-Typen mit Confidence
# {"entities":[{"type":"ORG","value":"...","confidence":0.99}]}Your data. Protected.
Named Entity Recognition
What is Named Entity Recognition (NER)?
Which entity types are supported?
How does context-aware NER work?
How accurate is entity extraction?
What is entity resolution?
Which languages are supported?
How do I integrate the NER API?
Is the processing GDPR compliant?
Customer Success Stories
Discover how businesses transformed their processes with PaperOffice AI.
Kumul Minerals Holdings Limited
Enterprise document management for all our mining operations. World class.
The Challenge Printing Company Inc.
FDA-regulated pharmaceutical labels require seamless documentation. PaperOffice has reduced our approval process from days to hours.
K60-Gitterrostsysteme GmbH & Co. KG
Technical documentation and order processing now run fully automatically.
Ayuntamiento de Carrión de los Condes
Digitization has revolutionized our administration. Citizen inquiries are now processed in minutes instead of days.
Kardiologie Waldstrasse
Patient records, medical reports, and referrals are automatically captured and classified. Our practice team finally has time for their patients.
Okada Manila
8,000 employees and thousands of guest documents every day. PaperOffice has completely digitized our back-office processes.
PT Bank BPD DIY
Loan applications and compliance documents are now processed in minutes instead of hours. The regulatory review is fully automated.
IDC Construcción
Construction project documentation and compliance are now digital and traceable.
The Palms Beach Hotel & Spa
Check-in forms, invoices, and guest communications are fully digital. Our concierge team now focuses on providing excellent service.
Q1 Energie AG
Gas station billing, supplier documents, and compliance records from over 250 stations are automatically processed and archived.
Schreiner MediPharm GmbH & Co. KG
GMP-compliant documentation for pharmaceutical functional labels is now fully automated. Audit trails are seamless and instantly accessible.
Baufritz GmbH & Co. KG
Blueprints, permits, and customer files for our wooden houses are now managed centrally. After six generations, we are finally paperless.
Roastmarket GmbH
Supplier contracts, certificates, and customs papers for hundreds of roasteries worldwide are automatically captured and assigned to the correct product.
Streck Transport GmbH
Temperature logs, CMR waybills, and food certificates are automatically scanned and assigned to the order. Misallocations are a thing of the past.
Nosta Group GmbH
Heavy transport permits, route plans, and project documentation are now instantly accessible digitally. No more searching through folders.
Lagermax Lagerhaus und Speditions AG
Customs documents, warehouse receipts, and shipping orders for our Eastern European network are automatically classified. Four generations of logistics, finally digital.
Marzek Etiketten+Packaging GmbH
Printing specifications, customer approvals, and material certificates are now accessible centrally. The production error rate has dropped to near zero.
Permapack AG
Sustainability certificates, supplier contracts, and customer specifications are processed automatically. Swiss precision, now also digital.
Nordlin Ehitus OÜ
Building permits, subcontractor contracts, and acceptance protocols for our commercial properties are now fully documented digitally.
Uus Maa Kinnisvarabüroo OÜ
Purchase agreements, exposés, and customer files from over 30 years of market leadership are now digitally searchable. Every agent finds everything in seconds.
CF&S Estonia OÜ
Ocean freight documents, customs declarations, and bills of lading are automatically captured. Baltic Sea logistics has never been so efficient.
Packhelp Sp. z o.o.
Thousands of custom packaging orders per week, including design approvals, print data, and delivery documents. PaperOffice keeps it all together.
Sakura Finetek Japan Co., Ltd.
Pathology lab documentation and device certifications are now fully automated. Seamless traceability for every specimen.
Johnan Shinkin Bank
Loan documents, security papers, and customer correspondence are processed in minutes instead of hours. The regulatory review is seamless.
Yamato Kogyo Co., Ltd.
Technical specifications, quality certificates, and recycling protocols for our steel production are central and instantly accessible.
IL Kwang Label Co., Ltd.
Pharma and cosmetic label specifications with regulatory requirements are automatically checked and approved. No more manual checklists.
Endowus Pte. Ltd.
KYC documents, investment reports, and regulatory filings are classified in seconds. As an MAS-regulated robo-advisor, seamless compliance is essential.
Freight Links Express Holdings Ltd.
Safety data sheets, transport permits, and ADR documents for chemical logistics are automatically assigned. Zero tolerance for errors.
Selberan Sdn Bhd
Certificates of authenticity, supplier records, and customer warranties for our pearl collections are automatically archived and instantly accessible.
Kiatnakin Phatra Bank PCL
SME loan applications, security documents, and regulatory reports are automatically classified. Our advisors have more time for customer consulting.
Hatton National Bank PLC
Customer files from over 135 years of banking history are being successively digitized. 5,000 employees now have instant access to all documents.
BRAC Bank PLC
Microcredit applications and compliance documents for millions of customers are now processed in minutes instead of days. A game changer for financial inclusion.
Scommerce JSC (Giao Hàng Nhanh)
Hundreds of thousands of delivery notes and return slips per day are processed automatically. Vietnam's leading e-commerce logistics provider, now paperless.
Gulf Metal Industries LLC
CNC manufacturing protocols, material certificates, and customer specifications for oil, gas, and aerospace projects are now fully documented digitally.
Elm Company
Vision 2030 requires complete digitization. PaperOffice processes government documents for Saudi Arabia's digital backbone.
Bisalloy Steels Pty Ltd
Material certificates, hardening protocols, and customer specifications are automatically assigned to the correct order. Australia's only Q&T manufacturer, now paperless.
Pacific Steel Fabrications Ltd.
Weld seam protocols, structural calculations, and project plans are managed digitally. Our workshop teams have access in real time.
Maple Precision Metalworks Ltd.
Aerospace certificates, CNC programs, and customer tolerances are automatically classified. AS9100 compliance has never been easier.
Clip SA de CV
Merchant contracts, KYC documents, and transaction receipts for hundreds of thousands of SMEs are processed in seconds. Mexico's payment revolution, paperless.
Bodega Catena Zapata
Harvest documentation, export certificates, and quality protocols for our high-altitude Malbecs are automatically archived. 120 years of winemaking tradition, now digital.
Ualá
Millions of user verifications and regulatory documents are processed fully automatically. Scaling without paper.
Yoco Technologies (Pty) Ltd
Merchant onboarding documents and compliance records for Africa's leading payment provider are processed in minutes instead of days.
Faithful to Nature (Pty) Ltd
Organic certificates, supplier audits, and product labels for thousands of natural products are automatically checked and archived.
Flutterwave Inc.
Regulatory documents from 33 African countries, partner contracts, and audit trails are managed fully automatically. An enterprise DMS for a $3 billion fintech.
HealthInLoc Apotheke Lissabon
Prescriptions and medication management now run fully automatically. More time for our patients.
Patriarchat Lissabon
Centuries-old documents are now digitally searchable. A milestone for our historical archives.
Seniorenresidenz am Park
Our caregivers finally have more time for residents instead of paperwork.
Baldwin County Sheriff's Office
500,000+ records digitized. Our deputies now find all information instantly.
Via Creative Leipzig
Patient records management is now a breeze. Everything automatically captured and archived.
Naslednik Serbien
Inheritance and estate documentation is now efficient and error-free.
El Guijo Hausverwaltung Madrid
Digital property management for all our residential complexes. Tenants and owners are thrilled.
Ritter Verpackungen
With PaperOffice, we have accelerated our invoice processing by 99%. The AI automatically recognizes all relevant data and assigns it correctly.
Herrmann Handwerk
PaperOffice has become indispensable to our daily work. Orders, quotes, and invoices are now automated.
Hartung Pflegedienst
The documentation of our care services is now digital and automated. More time for our patients.
Doratec Maschinenbau
Technical drawings, bills of materials, and quality protocols are instantly searchable. A search that used to take 30 minutes now takes 30 seconds.
Cebras Steuerberatung
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.
Butterfly IT Consulting
Project documentation, SLAs, and customer communication for our IT consulting projects are automatically classified and archived.
Measurable customer success
Kumul Minerals Holdings Limited
The Challenge Printing Company Inc.
K60-Gitterrostsysteme GmbH & Co. KG
Ayuntamiento de Carrión de los Condes"Enterprise document management for all our mining operations. World class."
Operations Director, Kumul Minerals Holdings Limited "FDA-regulated pharmaceutical labels require seamless documentation. PaperOffice has reduced our approval process from days to hours."
VP Operations, The Challenge Printing Company Inc. "Technical documentation and order processing now run fully automatically."
CEO, K60-Gitterrostsysteme GmbH & Co. KG "Digitization has revolutionized our administration. Citizen inquiries are now processed in minutes instead of days."
Administration Manager, Ayuntamiento de Carrión de los Condes "Patient records, medical reports, and referrals are automatically captured and classified. Our practice team finally has time for their patients."
Cardiologist, Kardiologie Waldstrasse "8,000 employees and thousands of guest documents every day. PaperOffice has completely digitized our back-office processes."
Director of Operations, Okada Manila "Loan applications and compliance documents are now processed in minutes instead of hours. The regulatory review is fully automated."
Head of Digital Banking, PT Bank BPD DIY "Construction project documentation and compliance are now digital and traceable."
Project Manager, IDC Construcción "Check-in forms, invoices, and guest communications are fully digital. Our concierge team now focuses on providing excellent service."
General Manager, The Palms Beach Hotel & Spa "Gas station billing, supplier documents, and compliance records from over 250 stations are automatically processed and archived."
Head of Finance, Q1 Energie AG "GMP-compliant documentation for pharmaceutical functional labels is now fully automated. Audit trails are seamless and instantly accessible."
Head of Quality Management, Schreiner MediPharm GmbH & Co. KG "Blueprints, permits, and customer files for our wooden houses are now managed centrally. After six generations, we are finally paperless."
Managing Director, Baufritz GmbH & Co. KG "Supplier contracts, certificates, and customs papers for hundreds of roasteries worldwide are automatically captured and assigned to the correct product."
COO, Roastmarket GmbH "Temperature logs, CMR waybills, and food certificates are automatically scanned and assigned to the order. Misallocations are a thing of the past."
CEO, Streck Transport GmbH "Heavy transport permits, route plans, and project documentation are now instantly accessible digitally. No more searching through folders."
Head of Project Logistics, Nosta Group GmbH "Customs documents, warehouse receipts, and shipping orders for our Eastern European network are automatically classified. Four generations of logistics, finally digital."
Board Member Logistics, Lagermax Lagerhaus und Speditions AG "Printing specifications, customer approvals, and material certificates are now accessible centrally. The production error rate has dropped to near zero."
CEO, Marzek Etiketten+Packaging GmbH "Sustainability certificates, supplier contracts, and customer specifications are processed automatically. Swiss precision, now also digital."
CEO, Permapack AG "Building permits, subcontractor contracts, and acceptance protocols for our commercial properties are now fully documented digitally."
Project Director, Nordlin Ehitus OÜ "Purchase agreements, exposés, and customer files from over 30 years of market leadership are now digitally searchable. Every agent finds everything in seconds."
CEO, Uus Maa Kinnisvarabüroo OÜ "Ocean freight documents, customs declarations, and bills of lading are automatically captured. Baltic Sea logistics has never been so efficient."
Managing Director, CF&S Estonia OÜ "Thousands of custom packaging orders per week, including design approvals, print data, and delivery documents. PaperOffice keeps it all together."
CTO, Packhelp Sp. z o.o. "Pathology lab documentation and device certifications are now fully automated. Seamless traceability for every specimen."
Director Quality Assurance, Sakura Finetek Japan Co., Ltd. "Loan documents, security papers, and customer correspondence are processed in minutes instead of hours. The regulatory review is seamless."
Head of Operations, Johnan Shinkin Bank "Technical specifications, quality certificates, and recycling protocols for our steel production are central and instantly accessible."
Director of Production, Yamato Kogyo Co., Ltd. "Pharma and cosmetic label specifications with regulatory requirements are automatically checked and approved. No more manual checklists."
Head of Quality, IL Kwang Label Co., Ltd. "KYC documents, investment reports, and regulatory filings are classified in seconds. As an MAS-regulated robo-advisor, seamless compliance is essential."
CTO, Endowus Pte. Ltd. "Safety data sheets, transport permits, and ADR documents for chemical logistics are automatically assigned. Zero tolerance for errors."
Director Logistics, Freight Links Express Holdings Ltd. "Certificates of authenticity, supplier records, and customer warranties for our pearl collections are automatically archived and instantly accessible."
Managing Director, Selberan Sdn Bhd "SME loan applications, security documents, and regulatory reports are automatically classified. Our advisors have more time for customer consulting."
Head of Digital Operations, Kiatnakin Phatra Bank PCL "Customer files from over 135 years of banking history are being successively digitized. 5,000 employees now have instant access to all documents."
Chief Digital Officer, Hatton National Bank PLC "Microcredit applications and compliance documents for millions of customers are now processed in minutes instead of days. A game changer for financial inclusion."
Head of Technology, BRAC Bank PLC "Hundreds of thousands of delivery notes and return slips per day are processed automatically. Vietnam's leading e-commerce logistics provider, now paperless."
VP Technology, Scommerce JSC (Giao Hàng Nhanh) "CNC manufacturing protocols, material certificates, and customer specifications for oil, gas, and aerospace projects are now fully documented digitally."
Operations Manager, Gulf Metal Industries LLC "Vision 2030 requires complete digitization. PaperOffice processes government documents for Saudi Arabia's digital backbone."
VP Digital Transformation, Elm Company "Material certificates, hardening protocols, and customer specifications are automatically assigned to the correct order. Australia's only Q&T manufacturer, now paperless."
Quality Assurance Manager, Bisalloy Steels Pty Ltd "Weld seam protocols, structural calculations, and project plans are managed digitally. Our workshop teams have access in real time."
General Manager, Pacific Steel Fabrications Ltd. "Aerospace certificates, CNC programs, and customer tolerances are automatically classified. AS9100 compliance has never been easier."
Director of Engineering, Maple Precision Metalworks Ltd. "Merchant contracts, KYC documents, and transaction receipts for hundreds of thousands of SMEs are processed in seconds. Mexico's payment revolution, paperless."
CTO, Clip SA de CV "Harvest documentation, export certificates, and quality protocols for our high-altitude Malbecs are automatically archived. 120 years of winemaking tradition, now digital."
Managing Director, Bodega Catena Zapata "Millions of user verifications and regulatory documents are processed fully automatically. Scaling without paper."
CTO, Ualá "Merchant onboarding documents and compliance records for Africa's leading payment provider are processed in minutes instead of days."
CEO, Yoco Technologies (Pty) Ltd "Organic certificates, supplier audits, and product labels for thousands of natural products are automatically checked and archived."
Operations Director, Faithful to Nature (Pty) Ltd "Regulatory documents from 33 African countries, partner contracts, and audit trails are managed fully automatically. An enterprise DMS for a $3 billion fintech."
CTO, Flutterwave Inc. "Prescriptions and medication management now run fully automatically. More time for our patients."
Pharmacy Director, HealthInLoc Apotheke Lissabon "Centuries-old documents are now digitally searchable. A milestone for our historical archives."
Archive Director, Patriarchat Lissabon "Our caregivers finally have more time for residents instead of paperwork."
Care Services Director, Seniorenresidenz am Park "500,000+ records digitized. Our deputies now find all information instantly."
Sheriff, Baldwin County Sheriff's Office "Patient records management is now a breeze. Everything automatically captured and archived."
Practice Manager, Via Creative Leipzig "Inheritance and estate documentation is now efficient and error-free."
CEO, Naslednik Serbien "Digital property management for all our residential complexes. Tenants and owners are thrilled."
Administration Manager, El Guijo Hausverwaltung Madrid "With PaperOffice, we have accelerated our invoice processing by 99%. The AI automatically recognizes all relevant data and assigns it correctly."
CEO, Ritter Verpackungen "PaperOffice has become indispensable to our daily work. Orders, quotes, and invoices are now automated."
Owner, Herrmann Handwerk "The documentation of our care services is now digital and automated. More time for our patients."
Care Services Director, Hartung Pflegedienst "Technical drawings, bills of materials, and quality protocols are instantly searchable. A search that used to take 30 minutes now takes 30 seconds."
Technical Director, Doratec Maschinenbau "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."
Tax Advisor, Cebras Steuerberatung "Project documentation, SLAs, and customer communication for our IT consulting projects are automatically classified and archived."
Managing Partner, Butterfly IT Consulting Entity extraction in seconds
Extract people, companies, amounts and 13+ entity types from any document – fully automated.