What is Natural Language AI?
Natural Language AI is a pre built machine learning service for text analysis on Google Cloud. It extracts insights from unstructured text without training your own ML models. The service uses the same technologies Google uses for search and other products.
The API offers various analysis functions: sentiment analysis detects emotional tone, entity extraction identifies important entities, syntax parsing analyzes sentence structure, and content classification categorizes texts.
Core Features
- Sentiment analysis for emotional tone detection
- Entity extraction for people, places, organizations
- Syntax parsing for grammatical analysis
- Content classification for text categorization
- Multi language support for global applications
Common Use Cases
Customer Feedback Analysis: Analyze reviews, support tickets, and social media posts for sentiment. Automatically escalate negative sentiment. Detect trends in customer opinions.
Content Enrichment: Automatically enrich articles and documents with entities and categories. Improved search and navigation through structured metadata. Integration with content management systems.
Social Media Monitoring: Track brand mentions and sentiment in real time. Automatic alerts on negative trends. Competitor analysis through entity comparisons.
Benefits
- Ready to use without ML expertise
- Google’s technology for your applications
- Multi language support for global markets
- Scales automatically without capacity planning
Integration with innFactory
As a Google Cloud partner, innFactory supports you with Natural Language AI: integration into applications, custom model training with AutoML, sentiment dashboards, and text analytics pipelines.
Available Tiers & Options
Standard
- Fully managed
- Many languages
- No ML expertise required
- Pricing per requests
Typical Use Cases
Technical Specifications
Frequently Asked Questions
What is Natural Language AI?
Natural Language AI is a pre built ML service for text analysis. It offers sentiment analysis, entity extraction, syntax parsing, and content classification without developing your own models.
Which languages are supported?
The service supports over 10 languages including German, English, French, Spanish, Japanese, and Chinese. Language support varies by feature.
What is sentiment analysis?
Sentiment analysis detects emotional tone in text. The service provides a score from negative to positive and emotion strength. Ideal for customer feedback and social media monitoring.
What is entity extraction?
Entity extraction identifies people, organizations, places, events, and other entities in text. Additionally, the service provides Wikipedia links and salience scores.
What does Natural Language AI cost?
Billing is per 1000 text units (1000 characters each). Prices vary by feature. First 5000 units per month are free. Details are available in the Google Cloud pricing list.
