Sept. 6, 2025
This episode explains why Copilot rarely delivers instant productivity and what to change so it actually moves the needle. The “Instant Productivity Myth” sets false expectations—demos skip the hard parts like process fit, culture, and data readiness—so after the launch buzz, usage stalls and ROI flatlines. The first real blocker is messy information: fragmented, outdated, or duplicated content makes Copilot confidently wrong, which kills trust. Fixing that means agreeing on sources of truth, applying simple taxonomy, and enforcing retention and access rules so the right version wins. Even with clean data, many rollouts chase flashy but low-value scenarios; meaningful ROI comes from high-frequency, high-effort, or high-risk processes (think compliance reporting, monthly finance packs, first-line IT triage), where before-and-after gains are measurable. Human factors then decide success: employees won’t adopt a tool they don’t trust, don’t have time to learn, or quietly fear will replac…