Analysis and Synthesis

Update November 2, 2026 — Le Chat is now Vibe. As of May 28, 2026, Le Chat has been rebranded as Vibe (still at chat.mistral.ai): a single agent for work and code, carrying over your conversations, settings, and subscriptions. The legacy Le Chat experience remains accessible in Chat mode; in Work mode, agents have become skills (invoked with @), memories have become the knowledge base, and deep search is now the Deep Research skill. The plans are now called Mistral Free, Pro, Team, and Enterprise. This lesson uses the name Vibe; some menus described here may have changed names or locations.

Turn Information into Decisions

SME leaders never lack information: financial reports, market studies, regulatory texts, contracts, and industry articles pile up faster than anyone can read them. What’s missing is the time to process it all, and the result is always the same—decisions made on gut feeling because the document never got opened. Vibe compresses fifty pages into five lines and turns a spreadsheet of numbers into an argued briefing. It doesn’t decide for you; it makes the information usable within the time you have.

Summarize a Long Document

The workflow takes two steps: upload your file—PDF, Word, or text—via the attachment icon, then ask a precise question instead of a generic “summarize this”: “Summarize this document in 5 key points. For each point, indicate the page number and the potential impact for a service-based SME.” Citing page numbers lets you verify the summary in thirty seconds, and specifying your company profile steers the selection toward what matters to you.

Adjust the summary depth based on what you plan to do with it. Three sentences are enough when you just need to know whether the topic deserves your attention. An action-oriented prompt—“what concrete decisions should I make based on this document?”—works well for an internal memo. For a contract, focus on risk: ask for the obligations and commitments that bind your company. And if you’re weighing two offers, upload both documents and demand a comparison backed by a reasoned recommendation for a business of your size.

This approach shines when responding to a request for proposal (RFP). Faced with a forty-page statement of work: “Analyze this RFP. Give me: 1) The main selection criteria, 2) Deadlines, 3) Required documents, 4) Areas where my company is competitive (we provide digital transformation consulting for SMEs), 5) Potential weaknesses in our bid.” In about thirty seconds, you get an analysis that would have taken two hours—and more importantly, you can now respond to consultations you would have skipped due to lack of time.

Make Numbers Talk

For your financial statements, the right use case is the first pass. Upload your balance sheet, income statement, or cash flow statement and ask: “Analyze this financial situation. Identify the 3 most concerning indicators and the 3 strongest points. Compare them with the usual ratios for a service-based SME of this size.” Vibe doesn’t replace your accountant; it lets you walk into your meeting with specific questions instead of sitting through commentary you can’t challenge.

The same logic applies to your commercial activity. Paste your sales figures or upload the spreadsheet, then ask for trends over the last six months, a split between growing and declining products, and three actions for the next quarter. Your customer feedback deserves the same treatment: compile thirty Google reviews, survey responses, or emails and ask for a ranking by theme—quality, price, delivery time, service—with the general sentiment and priority improvements for each.

Industry Monitoring with Deep Research

Mistral Pro includes Deep Research, a deep-search mode that differs from a standard search engine query: it consults several dozen sources, cross-references the information it finds, and returns a structured summary with citations. Activate it via its dedicated icon before asking your question.

Three types of questions alone justify the subscription. Market monitoring: request a deep search on trends in your sector in France, specifying your company size so the opportunities and threats are truly relevant to you. Competitive monitoring: ask for your top five competitors in your geographic area, including for each their pricing position, strengths and weaknesses, and the tone of customer reviews. Finally, regulatory monitoring: query the new obligations applicable to your sector since the start of the year, with each summarized in three lines along with the required actions. Two to three minutes replace a half-day of manual research.

Make the Summary Shareable

An analysis that stays in your browser is useless: always request a format suited to the recipient. To decide with your partner, ask for a decision matrix comparing Option A and Option B, with pros, cons, and a recommendation. For your banker, reframe the financial analysis using the conventions of a financing request. For your team, produce five action items, each with an owner and a due date. Same content, but it only has an impact when delivered in the expected format.

Key Takeaways

• Upload your documents directly into Vibe for instant summaries
• Always specify the level of detail and the recipient of your summary
• Use Deep Research for industry, competitive, and regulatory monitoring
• Vibe analyzes numerical data—sales, finances, customer feedback
• Adapt the output format to the recipient: table, action list, structured report