Capabilities¶

Enterprise AI with uncompromising security. Every Pauhu capability is built from the ground up for government and enterprise requirements. No retrofitted cloud services. No data exposure.

Bidirectional Semantic Flow¶

Pauhu's unique advantage: AI and traditional translation resources work together. Most platforms treat AI and translation memory as separate systems. Pauhu connects them in a continuous learning loop.

graph TB
    subgraph "Traditional Resources"
        TM[Translation Memory<br/>Historical translations]
        TB[Term Base<br/>IATE · EuroVoc · Custom]
    end

    subgraph "AI Resources"
        AI[AI Translation<br/>Real-time generation]
        AIM[AI Memory<br/>Context learning]
        AITB[AI Term Base<br/>Auto extraction]
    end

    subgraph "User Input"
        DOC[Documents]
        USER[User Corrections]
    end

    DOC -->|Translate| AI
    TM -->|Context| AI
    TB -->|Enforce terms| AI
    AI -->|Learn patterns| AIM
    AI -->|Extract terms| AITB
    AITB -->|Suggest| TB
    USER -->|Corrections| TM
    USER -->|Preferences| AIM
    AIM -->|Improve| AI
    TM -->|Usage examples| TB
    TB -->|Context| TM

    style AI fill:#002855,stroke:#fff,color:#fff
    style AIM fill:#002855,stroke:#fff,color:#fff
    style AITB fill:#002855,stroke:#fff,color:#fff
    style TM fill:#0056b3,stroke:#fff,color:#fff
    style TB fill:#0056b3,stroke:#fff,color:#fff

How Knowledge Flows¶

Competitive Differentiation¶

User → Model → Translation

User → TM Lookup → Translation

User → TM + TB + AI + Memory → Translation
       ↓         ↓
    Learning ← Extraction

Security-First Capabilities¶

Translation Capabilities¶

Advanced Capabilities¶

Capability Matrix¶

Compliance Certifications¶

All capabilities are certified under:

• EU AI Act - Full Article 52 compliance for transparency
• VAHTI ST III/IV - Finnish government security
• ISO 27001 - Information security management
• SOC 2 Type II - Security and availability controls
• FedRAMP High - US federal government authorization

Getting Started¶

from pauhu import Pauhu

# Initialize with your API key
client = Pauhu(api_key="pk_...")

# Use any capability
result = client.translate(
    text="Hello, world!",
    target="fi",
    # Enable specific capabilities
    streaming=True,           # Real-time
    use_memory=True,          # Translation memory
    quality_check=True,       # QA validation
    preserve_formatting=True  # Document intelligence
)

print(result.translation)
# "Hei, maailma!"