Every number Hudson Labs returns can be traced back to its source document. If you find one that can't, we'll pay you for it.
Error-free numbers. Direct from source. Every time.
AI keeps getting better. Hallucination hasn't gone away.
Across every advance in large language models, one failure has stayed persistent and hard to fix: a model that states a number no document supports. In institutional finance, a single fabricated figure is enough to put the entire answer in doubt.
Hudson Labs' proprietary high-precision technology is built around a different standard — so you can trust the numbers, every time.
Restated figures and real numbers
The Co-Analyst extracts figures the way an analyst would so you get the right answer, the first time you ask.
1. The only platform that prioritizes restated figures. Most tools hand back the number exactly as it was first reported. Hudson Labs surfaces the restated figure — so you get the result you actually need, not the version you have to correct later.
2. Five years of restatement-adjusted history. Pull error-free, restatement-adjusted numbers across five years of disclosures — from any document type — in a single Co-Analyst query. Filings, transcripts, and press releases all resolve to one consistent, comparable series.
3. Every figure traces to source. Each number can be tied back to the document it came from. Nothing is asserted that the source doesn't support — which is precisely what makes the guarantee below possible.
Find a number we can't trace to source. We'll pay you $50.
Hudson Labs now backs its output with a zero-hallucination guarantee. It applies to the numbers and figures the Co-Analyst returns. If you find a figure that cannot be traced back to the source documents used to generate the answer — a true hallucination — report it, and we'll refund you $50 per confirmed case.
How it works:
- Spot it. Find a number in a Co-Analyst answer that can't be traced to the source documents it cites.
- Report it. Email the answer and the figure to info@hudson-labs.com.
- Get paid. We verify the report and refund $50 for each confirmed hallucination.
What the guarantee covers
Covered. Numbers returned by the Company Research Co-Analyst that cannot be traced to the source documents used to generate the answer — in other words, a true numeric hallucination. The guarantee applies to Co-Analyst core documents only (10-Ks, 10-Qs, press releases, earnings calls, 8-Ks, conference calls).
Not covered. Completeness issues, such as a figure that exists but wasn't surfaced, and reasoning errors. The guarantee is strictly about numbers that can't be traced to source — not interpretation or omission.
Prompts that include prior context, as manually selected by the user, are not included in this guarantee. Requests for more than 5 years or 20 quarters cannot be guaranteed. Internal data and upload sources are also not covered by this guarantee.
Eligibility. Available to active paid subscribers only. No refund applies during a free trial or any other unpaid period.
Payout. $50 refund per confirmed hallucination, after verification by the Hudson Labs team.
How to report. Send the answer and the disputed figure to info@hudson-labs.com.
