Operating modelRelevance · high2026-08-12
OpenAI·9 min read
New evidence on how enterprises are really using AI and where value is emerging
Professional ServicesTechnologyFinancial ServicesManufacturing
OpenAI’s recent enterprise report and working paper provide data on how organizations use AI across roles and levels, highlighting that value is shifting from simple assistance to more agentic, end‑to‑end task execution, with frontier firms reorganizing processes around AI rather than adding tools on top.
Why it matters for leaders
For a professional services CEO, this underlines that real advantage comes from redesigning how work is done—staffing models, pyramids, and delivery processes—rather than just licensing more tools. It also shows where clients are struggling and may need advisory support.
Opportunity signal
You can use this emerging evidence base to prioritize a small number of high‑impact AI use cases in your core practices, and to develop diagnostics that help clients benchmark their own AI maturity against frontier organizations.
highRisk signal
If your AI strategy remains tool-centric, without corresponding changes to roles, governance, and incentives, you risk under‑realizing value and frustrating both clients and staff who do not see clear benefits.
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