This is the Electe Review. Today, why most business data never changes a single decision and what it actually takes to turn raw records into measurable outcomes. Walk into a weekly management review and you will often see months of sales, stock, and payment records on screen while the room still runs on gut feel and last Friday's spreadsheet. Nobody lacks data. They lack a finding clear enough, trusted enough, and timed well enough to alter what happens next. If nobody acts on a finding or you cannot check it against an outcome, you have information, not an insight. Software adoption is rising. A 2025 OECD survey found that 39% of surveyed SMEs used at least one AI application in core business activities, up from 26% in 2024, with generative AI rising from 18 to 26%. Yet deployment is not performance. In McKinsey's 2025 Global AI survey, 39% of respondents reported some enterprise EBIT impact from AI, but most of those said it delivered less than 5% of EBIT. Why does the chain break? First, weak data quality. IBM's Institute for Business Value reported in 2025 that 43% of chief operations officers made data quality their top priority. Over a quarter of organizations estimated poor data quality costs them more than $5 million annually, while 7% reported losses of at least $25 million. Stale counts and missing values create false confidence. Second, teams jump to complex models without connecting sources, validating feeds against a second source, and attaching a named owner, threshold, and recommended action to every alert. Research shows the return comes from changing managerial habits, not just buying technology. A 2011 study by Bryn Jolfsson, Hitt, and Kim found that U.S. public firms using data-driven decision making achieved 5-6% higher output and productivity than expected from their IT investments alone. Track decision latency, the time from alert to verified action, alongside outcomes like stocut rates, post promotion margin, false positive review rates, and cash buffer breaches. Start with one recurring decision and prove the baseline moved. That's the review.