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OpenThesis — AI Company Research
AI company research grounded in official filings
OpenThesis is an open-source, evidence-first research workbench for public companies. It grounds AI analysis in official filings, uses deterministic code for financial calculations, and lets specialized AI agents focus on reasoning instead of guessing facts. It supports US, A-share, and Hong Kong markets, multiple AI providers, and produces traceable research with sources you can verify.
I built OpenThesis after repeatedly running into the same problem with LLM-based company research: the reasoning could be useful, but the financial facts underneath it were often much harder to trust.
Wrong reporting periods, inconsistent accounting scopes, missing values, and calculations performed by the model can all quietly affect the final conclusion.
OpenThesis takes a different approach: start with official filings, extract evidence first, handle deterministic financial calculations in code, and then let specialized AI agents focus on reasoning, synthesis, and verification.
It’s open source and still evolving. I’d especially love feedback on the evidence-first workflow, the research experience, and which markets or research features you’d like to see next.
GitHub: https://github.com/zjy1346/OpenT...
About OpenThesis — AI Company Research on Product Hunt
“AI company research grounded in official filings”
OpenThesis — AI Company Research was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #48 on the daily leaderboard. OpenThesis is an open-source, evidence-first research workbench for public companies. It grounds AI analysis in official filings, uses deterministic code for financial calculations, and lets specialized AI agents focus on reasoning instead of guessing facts. It supports US, A-share, and Hong Kong markets, multiple AI providers, and produces traceable research with sources you can verify.
On the analytics side, OpenThesis — AI Company Research competes within Open Source, Fintech, Artificial Intelligence and GitHub — topics that collectively have 635.4k followers on Product Hunt. The dashboard above tracks how OpenThesis — AI Company Research performed against the three products that launched closest to it on the same day.
Who hunted OpenThesis — AI Company Research?
OpenThesis — AI Company Research was hunted by zjy. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of OpenThesis — AI Company Research including community comment highlights and product details, visit the product overview.
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