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Methodology for public comparison pages
Last reviewed: May 2026
We publish category-level briefs to help buyers structure conversations internally. We do not substitute for your procurement diligence, vendor questionnaires, or legal review.
What we compare
We compare archetypes of tooling and operating models (breadth of suite, system of record vs. satellite workflow, spreadsheet risk, dedicated intercompany layer). We avoid unsourced quantitative claims about named vendors.
How we describe Ninon
Claims stay within the product surface documented on this site: reconciliation sessions on GL data, match proposals with rationales, reviewer actions, memory, file and connector ingest, billing and SSO where applicable. If a capability is not shipped in the product, we do not market it here.
Review cadence
Pages carry a last-reviewed date in the UI. When product scope changes, we update the relevant brief in the same release window whenever possible.