According to AnthropicAI on Twitter, Anthropic has launched the Anthropic Economic Index Survey to collect monthly qualitative insights from Claude users about how AI changes their work, aiming to quantify productivity shifts, task redesign, and workflow augmentation (source: Anthropic Twitter post on April 22, 2026). As reported by Anthropic, the survey will regularly track user-reported outcomes such as time saved, quality improvements, and adoption barriers, creating a longitudinal dataset to assess AI’s economic impact across roles and industries (source: Anthropic Twitter). According to Anthropic, this initiative offers businesses actionable benchmarks for AI ROI estimation, deployment prioritization, and upskilling strategies, especially for knowledge work domains where Claude is already embedded (source: Anthropic Twitter).

According to @godofprompt, AI teams should craft ROI stories by identifying outcome-linked metrics, tailoring messages to each stakeholder, and using visual storytelling to speed alignment and funding decisions, as reported by the GoDoFPrompt blog post "5 steps to create AI ROI stories for stakeholders." According to the blog, effective ROI narratives quantify value across revenue lift, cost reduction, risk mitigation, and time-to-value, map metrics to business KPIs, and present before–after baselines with clear attribution. As reported by GoDoFPrompt, the 5-step framework includes: 1) define the business objective and decision owner, 2) select 3–5 measurable KPIs with baselines, 3) customize value messages for executives, finance, and operators, 4) visualize impact with dashboards and simple funnels, and 5) establish governance for ongoing measurement and quarterly readouts. According to the post, practical artifacts like one-page ROI briefs, metric dictionaries, and hypothesis trees accelerate approvals and reduce proof-of-concept churn for GenAI pilots. For buyers, the article highlights opportunities to standardize AI value metrics in procurement and to align vendor SLAs to business outcomes, as reported by GoDoFPrompt.