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PRODUCTION GAP 70% run AI in production, 88% still edit the output ▼ LAUNCH DATES 85% of enterprise teams missed at least one last year ▼ THE BOTTLENECK approvals 47% · design production 38% · coordination 36% WHERE AI POINTS 64% first-draft copy, only 25% at build-and-code COST PER EMAIL $300+ in internal labor, 4+ people, 3–5 tools ▼ ALGOLIA ships token ceilings and request limits for agents WPP MEDIA hands listing, pricing and ad decisions to agents in India STACKADAPT 70% of Ivy Studio use lands in the top 20 workflows MICHIGAN SENTIMENT 54.4 preliminary July — best since February ▲ CPI 3.5% headline, 2.6% core PRODUCTION GAP 70% run AI in production, 88% still edit the output ▼ LAUNCH DATES 85% of enterprise teams missed at least one last year ▼ THE BOTTLENECK approvals 47% · design production 38% · coordination 36% WHERE AI POINTS 64% first-draft copy, only 25% at build-and-code COST PER EMAIL $300+ in internal labor, 4+ people, 3–5 tools ▼ ALGOLIA ships token ceilings and request limits for agents WPP MEDIA hands listing, pricing and ad decisions to agents in India STACKADAPT 70% of Ivy Studio use lands in the top 20 workflows MICHIGAN SENTIMENT 54.4 preliminary July — best since February ▲ CPI 3.5% headline, 2.6% core

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