Setup Time
In just a few hours, the solution can be configured and start delivering tangible results.
Benefits
• Simplicity : A single API to transform your content into actionable data.
• Speed : Real-time analysis and recommendations to quickly adapt to trends.
• Security : Data processing compliant with the highest standards (ISO 27001, EUCS iPlus).
• Relevance : Improve the effectiveness of your campaigns by targeting the real needs of your audience.
Companies generate large amounts of content (blogs, newsletters, social media), but struggle to analyze its relevance and impact. Understanding audience expectations and adapting messages remains a challenge, especially with large volumes of unstructured data.
Maximize the impact of your marketing content with embeddings
Quickly identify themes, trends, and hidden insights in your marketing content to better understand and engage your audiences.
Vauban Solutions Involved
• Embeddings API: Transform content into intelligent data for better analysis.
• RAG (Retrieval-Augmented Generation): Fast, contextualized search within internal marketing databases.
• Classification API : Group content by themes or performance.
How it Works
1. Upload your marketing content into the Embeddings API.
2. The API analyzes the texts to identify hidden relationships and themes.
3. Combine with RAG to access past marketing data and enrich your new campaigns.
4. Use the Classification API to group content and measure its relevance or success.
Concrete Examples
• A marketing agency identified the top-performing blog posts and their associated themes to create a series of tailored posts.
• A consumer goods brand grouped customer reviews by sentiment and adjusted its advertising strategy based on dominant customer feedback.
• A SaaS company enriched its user guides by analyzing frequently asked questions, increasing customer satisfaction and reducing support requests.
Industries
Retail and E-commerce
Telecommunications
Advertising and Marketing
Products Used
Corporate LLM
AI solution unifying LLM and RAG, leveraging your internal data for strategic needs.
Rerank
AI solution that optimizes your searches with a relevance score for filtering, ranking, and rerank optimization.