Don't evaluate enterprise AI by the chat pane; focus on the context layer

metal__ai · x · 2026-08-18

For private-capital or enterprise AI, evaluating capability solely via the chat pane is insufficient. Chat is merely an access surface. The real value lies in the "context layer," which maintains connected, current, permissioned, and attributable records of companies, deals, people, documents, and activities after the conversation ends.

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