Vishal Bhargava

Associum — your AI associate for professional-grade work

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Hey Product Hunt šŸ‘‹

We built Associum for professionals and firms who are tired of AI tools that look impressive but stop short of actually doing the work.

Here is what Associum does:

Connected search across all your data. Our retrieval layer surfaces the right context and feeds it directly to the model, no copy-pasting, no context loss.

True agentic execution. Multi-step workflows that actually run end-to-end, with native cloud integrations and MCP connectors to proprietary datasets like Capital IQ, CB Insights, and SimilarWeb.

Analytical presentation generator. Not a slide decorator, a tool that goes from raw or proprietary data to a finished analytical deck in a single prompt. No other platform does this.

AI Excel generator. Think Shortcut, but faster and deeper, financial models, structured tables, and analyses generated directly from your data.

Everything in one platform, no stitching together five tools, no round-tripping through PowerPoint or Excel. Associum works the way a good associate does: you give the brief, it delivers the work.

We would love to hear what problems you are trying to solve at work. Ask us anything below.

— Vishal & Wesley, co-founders at Associum

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