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Numbers from SEC XBRL · Analysis by Claude · Every claim verified on EDGAR
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Below is an actual excerpt from a Sharpread analysis of Beyond Meat's FY2025 10-K: hand-verified, shown in the same format you see inside the app.
Deteriorating fundamentals with persistent category decline, doubling operating losses, and management retreating from international markets signal structural challenges.
I spent way too long reading 10-Ks the hard way, digging through footnotes and risk factors that most people skip.
Then I tried using ChatGPT to speed it up. It was great right up until it started confidently citing revenue figures that did not exist in the filing. Plausible numbers, wrong filing, completely made up. That was the moment I realised the problem was architectural, not a prompt engineering issue.
So I built Sharpread. The AI reads the text. The numbers come directly from SEC structured data. If the source sentence does not exist in the filing, the claim gets dropped. No hallucination path.
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