Offerings¶
Pauhu provides AI-powered translation, compliance, and document intelligence across all 21 EuroVoc domains — the official EU multilingual thesaurus covering every policy area.
Auto-Recognition
Simply upload your documents to folders. Pauhu automatically detects the domain, applies the correct terminology, and routes to specialized models. No configuration required.
How It Works¶
graph LR
A[Upload Documents] --> B[Auto-Domain Detection]
B --> C[Specialized Models]
C --> D[Domain-Specific Output]
subgraph "Your File Hub"
E[Project 1]
F[Project 2]
G[Project N]
end
D --> E
D --> F
D --> G Unlimited Projects: Save file hubs separately. Each project maintains its own: - Translation memory - Terminology glossaries - Quality settings - Access controls
The 21 EuroVoc Domains¶
-
04 Politics
Political systems, elections, parliament, government, political parties
-
08 International Relations
Foreign policy, international security, defense, diplomacy, treaties
-
10 European Union
EU institutions, EU law, EU policies, treaties, accession, Brexit
-
12 Law
Legal systems, civil law, criminal law, constitutional law, courts
-
16 Economics
Economic policy, economic systems, regions, development
-
20 Trade
Trade policy, tariffs, international trade, customs, commerce
-
24 Finance
Monetary policy, banking, insurance, securities, public finance
-
28 Social Questions
Social policy, health, family, migration, social protection
-
32 Education & Communications
Education systems, media, information, culture, libraries
-
36 Science
Research, technology, natural sciences, humanities, innovation
-
40 Business & Competition
Business organization, company law, competition, accounting
-
44 Employment & Working Conditions
Labor law, labor market, working conditions, personnel
-
48 Transport
Transport policy, land transport, maritime, air transport
-
52 Environment
Environmental policy, pollution, natural resources, climate
-
56 Agriculture, Forestry & Fisheries
Agricultural policy, farm structures, food production, fishing
-
60 Agri-Foodstuffs
Food technology, beverages, food safety, agricultural products
-
64 Production, Technology & Research
Technology transfer, R&D, industrial property, standards
-
66 Energy
Energy policy, coal, oil, nuclear, renewable energy
-
68 Industry
Industrial policy, sectors, manufacturing, construction
-
72 Geography
Regions, countries, territories, population, urban planning
-
76 International Organizations
UN, NATO, OECD, World Bank, IMF, regional organizations
Domain-Specific AI Models¶
Each EuroVoc domain has specialized:
| Component | What It Does | Example |
|---|---|---|
| Translation Models | Terminology-aware NMT | "acquis communautaire" → correct legal translation |
| Entity Recognition | Domain-specific NER | Detects EU regulation numbers, court cases |
| Document Classification | Auto-categorization | Routes to correct domain automatically |
| Terminology Glossaries | Domain glossaries | 500,000+ term pairs across all domains |
| Quality Models | Domain-appropriate QA | Legal accuracy vs. marketing style |
Comparison: Pauhu vs. Competitors¶
| Feature | Pauhu | Palantir | AWS Translate | |
|---|---|---|---|---|
| Domains | 21 EuroVoc | ~25 industries | None | None |
| Auto-Detection | ✅ | ❌ | ❌ | ❌ |
| Terminology | 500K+ terms | Custom only | Custom only | None |
| Unlimited Projects | ✅ | ❌ (licensing) | Per-account | Per-project |
| Air-Gapped | ✅ | ❌ | ❌ | ❌ |
| EU Compliance | EU AI Act | US only | Limited | Limited |
Getting Started¶
- Create a File Hub: Each project gets unlimited storage
- Upload Documents: Drag and drop — any format
- Auto-Detection: Pauhu identifies domain, language, document type
- Process: Translate, analyze, extract — with domain-specific accuracy
- Export: Download in original format or integrate via API
from pauhu import Pauhu
client = Pauhu()
# Create a new project (file hub)
project = client.projects.create(
name="EU Regulation Analysis",
domain="auto" # Auto-detect from documents
)
# Upload documents - Pauhu auto-recognizes
for doc in documents:
project.upload(doc)
# Auto-detected: Domain: "10 European Union"
# Type: "Regulation"
# Language: "EN"
# Process with domain-specific models
results = project.translate(target="fi")
Impact Studies¶
See how organizations use Pauhu across EuroVoc domains: