DataFunSummit

Nov 8, 2026 · Industry Insights

Scenario Agents' First Report Card: Data & R&D Prove ROI, Service & Sales Stuck on Measurement

The article evaluates first-year results of scenario-specific AI agents across data, R&D, customer service, and sales, showing data and R&D agents achieve measurable ROI (Trip.com 90% automation, Taotian $2 design-to-code) while service and sales agents struggle with quantification despite real impact, underscoring the need for robust measurement frameworks.