Model testing? No. Data orchestration testing → 6.4x fewer input tokens. Answered 2.6x…
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Model testing? No. Data orchestration testing → 6.4x fewer input tokens. Answered 2.6x faster. We gave 2 agents the same 5 enterprise accounts and pre-call questions: → A general-purpose agent connected to Salesforce + Gong over MCP → Clay's native Account Agent, running on Clay's data layer We hid deal risks in the accounts and ran each agent 30 times. What we found: 1/ Duplicate records hide deal risks. General-purpose agent caught it 18/30 runs. It checked one and moved on. Clay merged it and caught it every time. 30 for 30. 2/ Data sync overwrote a risk rating from medium to low. G
Posted by Clay (6k followers) 1 h ago · 3 likes · 190 views · view the original post on X. Kept by the Dev Radar as Testing & observability.
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