Interactive Charts and Tables in AI Chat
AI Analyst Chat and Deep Research Agents now render interactive charts and tables directly in conversation. Ask "Compare NVDA and AMD gross margins over the last 8 quarters" and the answer includes a chart you can hover, zoom, and download. No spreadsheet detour.
How It Works
Marvin Labs picks the chart type based on the question: bar charts for peer comparisons, line charts for trends, structured tables when the data is better read as rows. The chart renders inline, in the same conversation thread as the written analysis.
These are working visualizations. Hover over any data point for exact values. Zoom into a specific quarter to see what happened around a guidance revision. Sort a table by any column to find the outlier in a peer group.
Export and Limits
Every chart can be downloaded as an image or exported to PDF. The underlying data exports to Excel. Charts include titles, axis labels, and source attribution by default. Color schemes can be matched to your firm's branding.
Stop the Hype
Hype: "AI-generated charts replace your financial modeling tools."
Reality: These charts handle peer comparisons, trend analysis, and data summaries well. Complex financial models, custom valuation frameworks, and firm-specific reporting templates still belong in dedicated modeling tools.
Example Prompts
- "Compare operating margins across my semiconductor coverage for the last 4 quarters"
- "Show NVDA revenue growth trend since 2023"
- "How has AAPL revenue guidance accuracy changed over the last 8 quarters?"
- "What are the forward P/E ratios for the top 10 cloud software companies?"
If the numbers look off, ask a follow-up and the chart updates. If they look right, download and drop it into your research note.
Quick Start
Try It
Open AI Analyst Chat and ask any question that involves financial data. The chart renders inline. Hover for details, zoom into a specific period, download for your next report. No account setup required for the first 15 companies.
Common Questions About Interactive Charts
Alex is the co-founder and CEO of Marvin Labs. Prior to that, he spent five years in credit structuring and investments at Credit Suisse. He also spent six years as co-founder and CTO at TNX Logistics, which exited via a trade sale. In addition, Alex spent three years in special-situation investments at SIG-i Capital.
