Classification
AI Solution for Efficiently Categorizing Your Textual Content, Even in Large Volumes
The textual classification solution transforms large volumes of information into actionable data through a fast and secure approach. Ideal for tasks like analyzing customer query intents for chatbots, detecting spam, or evaluating sentiments from headlines, this solution is designed to fit any business scenario requiring text-to-label matching. It operates optimally even with limited datasets, ensuring efficient categorization and enhanced decision-making capabilities across a variety of use cases.
Features
This solution provides intelligent and accurate classification, tailored to a wide range of use cases:
• Identify customer intent in messages to improve automation in interactions via chatbots.
• Detect undesirable content, such as spam, in messaging systems or forums.
• Analyze the sentiment of text to better understand trends and behaviors.
• Handle any task requiring text-to-label matching with minimal training.
How Classification Works
Classification is a powerful AI solution, accessible via a simple and secure API, designed to quickly analyze and categorize textual content based on specific business needs.
1. Initial Analysis: The submitted text is analyzed to identify the relevant context and features.
2. Label Association: The AI engine associates the text with the most relevant category or label based on predefined criteria.
3. Result Return: The solution returns a clear and detailed classification, along with a confidence score.
4. Traceability and Adjustments: Each result can be audited and optimized through flexible configuration options.
Vauban Cloud solutions stand out for their easy integration and optimal security. Data can be purged after each use or retained as per the client’s needs. Designed to meet the standards of regulations like EUCS iPlus, ISO 27001, ISO 27002, and SecNumCloud, our solutions are available in both OnPremise and SaaS (Vauban Mode).
Offering optimal performance, available in both synchronous and asynchronous modes, Classification transforms your textual data into actionable insights with unparalleled precision.
Batch Mode
The API's batch mode allows you to defer job execution by processing requests asynchronously rather than requiring immediate responses.
This approach typically reduces costs by 50% while providing higher rate limits, making it particularly cost-effective for processing large volumes of data.
Technical Specifications
• Access via a secure API, ensuring quick integration.
• Deployment available in OnPremise, private cloud, or SaaS.
• Customizable data management, with purge or retention options.
• Compatible with the RAG solution to enrich classifications with internal data.
• Optimized performance, meeting the most demanding business environments.
• Compliant with EUCS iPlus, ISO 27001, ISO 27002, and SecNumCloud security standards.
• Available in both synchronous and asynchronous modes, offering great flexibility.