CompanyGraph
How CompanyGraph is built to handle claims, evidence, and limits. These pages describe the working rules of the product, not its features.
CompanyGraph publishes the rules it tries to hold itself to. The pages in this section describe how the product treats claims, evidence, trust, and limits: the discipline behind what appears on a stock page or in a report, rather than the features themselves.
These pages change as the product changes. When a rule tightens, the page that describes it should tighten with it.
How CompanyGraph handles claims
Most financial tools turn data into scores, labels, or summaries. CompanyGraph takes a slower route: it asks what each claim is allowed to say.
From data to checked claims
How CompanyGraph turns reported numbers into bounded observations, evidence, trust, and reader-facing claims.
Corrections: how the method became stricter
Real cases where a claim outran its evidence — where each entered the system, what changed, the guard now in place, and what remains limited.
How far to trust each observation
The live trust ledger: every observation CompanyGraph runs, which check has confirmed it, and the ones nothing has confirmed yet.
Where the numbers come from
Most of what a stock page shows was reported by a company and imported from an external provider. Which parts those are, what the dates mean, and what CompanyGraph stops saying when the figures fall behind.