OpenThesis

Open-source, model-agnostic AI company research system for long-term investors

Webfree

OpenThesis is a free, open-source, model-agnostic AI company research system built for long-term investors, running fundamental and financial analysis with LLM agents. It's for long-term investors who want AI-assisted company research without depending on a closed, proprietary research platform or a single AI vendor.

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Full match profile

Behind the summary, Matchbox keeps a richer profile of OpenThesis - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

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