virattt's earnings KPI pipeline is now 1.8x faster, queryable in ~21s

virattt · x · 2026-10-04

virattt's earnings KPI pipeline is now 1.8x faster: after a company reports earnings, its KPIs are queryable in about 21 seconds, down from 37s. Only KPIs clearing a 99.9% precision bar reach the agent; the rest go to manual review, balancing speed with data quality.

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