Cloud Natural Language API
GCPAI & MLFree tier availableManaged natural language understanding with entity extraction, sentiment analysis, syntactic analysis, content classification across 700+ categories, and PII detection — plus AutoML Natural Language for custom classification, entity extraction, and sentiment models
FluffyStack toolsAttributes
- SLA Uptime
- 99.9%
- Batch And Realtime
- Yes
Sub-services (4)
Entities
Extract entities (person, place, organisation, date) with salience scores
Sentiment
Document-level and entity-level sentiment with magnitude and polarity
Content Classification
Categorise documents into 700+ hierarchical IAB content categories
AutoML Natural Language
Train custom classification, entity, and sentiment models on your data
Compliance & Certifications
This service is attested for the following frameworks. Always verify with the provider before relying on a specific compliance posture.
Where this runs
Sovereign regions (2)
- T-Systems Sovereign Cloud · FrankfurtT-Systems Sovereign Cloud powered by Google Cloud
- S3NS Sovereign Cloud · ParisS3NS — Google Cloud + Thales joint venture
Commercial regions (42)
Europe (13)
- Belgium
- Finland
- Paris
- Berlin
- Frankfurt
- Milan
- Turin
- Netherlands
- Warsaw
- Madrid
- Stockholm
- Zurich
- London
North America (12)
- Montréal
- Toronto
- Querétaro
- Northern Virginia
- Columbus
- Iowa
- Dallas
- Las Vegas
- Los Angeles
- South Carolina
- Salt Lake City
- Oregon
South America (2)
- São Paulo
- Santiago
Asia (9)
- Hong Kong
- Delhi
- Mumbai
- Jakarta
- Osaka
- Tokyo
- Singapore
- Seoul
- Taiwan
Oceania (2)
- Melbourne
- Sydney
Middle East (3)
- Tel Aviv
- Doha
- Dammam
Africa (1)
- Johannesburg
Tags
Equivalent services on other platforms
Natural language processing service that extracts entities, key phrases, sentiment, syntax, PII, and topic modelling from unstructured text, with a dedicated Comprehend Medical flavour for HIPAA-regulated clinical text
Pre-built AI APIs for vision, speech, language, and decision