Tako Knowledge Search is now integrated into Mistral's Le Chat

Tako Knowledge Search is now integrated into Mistral's Le Chat, bringing real-time, authoritative data and interactive visualizations directly into the chat experience for all users.

This upgrade moves Le Chat beyond text-only answers. Users can now ask real analytical questions and get grounded, data-backed responses that are fresh, verifiable, and visual.

Le Chat users can request things like:

• “Databricks M&A history” to see comprehensive private company M&A transaction histories sourced from S&P Global
• “cursor.com web visits in France” to run SEO and market research with SimilarWeb
• “Nvidia earnings chart” and see consensus estimates, earnings surprise, and other forecasts from S&P Global
• “Show me NBA schedule odds” for upcoming betting odds, spreads, and scheduling information from sports spanning the major US leagues to English Premier League, La Liga, Bundesliga, Serie A, and Champions League
• “How does support for Donald Trump vary by education level?” using recent YouGov polling
• “Ukraine military spending” with data from SIPRI

And they'll receive real-time, data answers displayed in interactive knowledge cards — charts and visualizations that let users explore, interrogate, and share.

With Tako's knowledge index, data is sourced directly from structured feeds and providers, rather than scraped from the web. But access to great data isn't the real advantage. Tako's edge is the search and analysis pipelines that turn vague human questions into clear data answers. At the core is Tako's proprietary ontology, which provides a structured understanding of entities, metrics, and how they relate. This lets Tako find the right data quickly, compute precise answers rigorously, and present them as coherent, interactive visualizations. No rambling walls of text. No boring sheets of data.

For users, it's simple: ask a question in Le Chat and explore the data behind the answer. For Mistral, it's a major step toward making AI that doesn't just sound right — but is right.

More data and deeper capabilities are coming soon.