Observed arrival · 2026-11-01

Assay Scores checks whether AI gets business numbers right

assayscores.com Visit website

Editorial interest 78/100 Selection signal · not a rating of the site

Assay offers independent testing of AI tools and semantic layers against a business’s reconciled books.

Landing page captured for the 2026-11-01 issue.

For: Finance, sales, and operations teams using AI on business data
Worth noticing: The readiness band follows the weakest of five measures, including confident errors on high-cost finance questions.

Field notes

The workflow begins with questions drawn from finance, sales, and operations, then fixes the answer key before the client runs its own AI tool in read-only fashion. Reworded questions check whether answers stay consistent. The certificate is explicitly illustrative: it describes an industrial distributor, an ERP assistant, and 120 finance questions, rather than documenting a verified customer result.

Observed signals

Read the marks

Editorial observations of this landing page, not a rating.

○OpenPublic substance visible

$PaidCommerce or pricing visible

✦PrettyNotable craft visible

●ProPolished or operationally mature

◎NicheUnusually specific use

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