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White Paper: The 2026 AI Inflection - AI at Work in 2026: From Productivity Tools to Decision Systems
White paper or report
Author / Lead
2025-06-01 to 2025-12-01
Overview
Speed isn't the destination. Decision quality is. Most 'AI at work' talk still lives in the productivity era. More drafts. Faster decks. Cleaner emails. This white paper is about the real inflection. 2026 is when AI stops helping you do tasks and starts shaping how your organisation decides. And when AI enters the decision flow, risk is no longer local. It becomes structural. Decisions compound. Small errors scale. Drawing on Microsoft's Work Trend Index↗ and McKinsey↗ research, I break down: • Why knowledge work shifts from execution to decision supervision • The KPIs leaders will report next: Decision Quality, Time Redeemed, Override Rate, Outcome Lift • How middle management gets redesigned, not removed • A practical Decision Quality Index (DQI) scorecard you can copy. If your AI strategy is still 'tools + training,' you're already behind. The next advantage is building decision systems with guardrails.
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