February 2026
December 2025
- Dec 23, 2025TechnologyData-Driven Decision Making: Where It Wins and Where It LiesWells Fargo's cross-selling numbers were strong right up to the discovery of roughly 3.5 million unauthorized accounts. The metric became the target and stopped measuring the thing it stood for. This page pairs that failure with the upside: Brynjolfsson, Hitt and Kim studied 179 large publicly traded firms and found data-driven practices associated with 5 to 6 percent higher output and productivity.
- Dec 22, 2025TechnologyEffective Dashboards: Design for Actionable InsightsA working dashboard starts from three constraints: one primary audience, one decision, and the frequency at which that decision gets made. Everything else, chart choice, metric count, layout, follows from them. George Miller's 1956 paper on the limited span of immediate memory is why the practical ceiling sits at roughly 3 to 7 primary metrics, with the rest pushed into drill-downs. Vanity metrics that only move one direction drive no decisions at all.
- Dec 22, 2025TechnologyAnalytics vs Data Science: Key Differences ExplainedHarvard Business Review declared data scientist the sexiest job of the 21st century in 2012, and by 2022 was publishing the follow-up question. The title had fragmented: some were shipping production machine learning, others writing SQL and maintaining dashboards. Analytics asks what happened and why; data science asks what happens next and how to automate the decision. Conflating them means hiring data scientists to build dashboards, or analysts to build pipelines that fail.
- Dec 2, 2025TechnologyUnderstanding Analytics Tools for Your Data NeedsThe usual failure is not missing data but missing analysis capacity, which is why a dashboard nobody opens beats nothing only on paper. The page gives a blunt test for separating real metrics from vanity ones: if this number moved, what would you do differently? If the answer is nothing, stop tracking it. It also covers the GA4 versus cookieless tradeoff, where avoiding consent banners costs you cross-device tracking.
September 2025
- Sep 22, 2025IdeasAI Systems for Measurement and InsightsAn Ohio plant displayed seventeen live production metrics for three years. Nobody caught the vibration on Machine 7 drifting up 0.3 percent a week until the bearing failed, shutting the line eleven days at an estimated $2.1 million. Human eyes cannot track a slow drift among sixteen other moving numbers. Traditional measurement is passive: it records and waits. Anomaly detectors and trend identifiers close the gap.
- Sep 15, 2025IdeasAnalytics SaaS Ideas for Small BusinessesA restaurateur with three Austin locations knew Tuesdays were slow and catering jumped 40% in Q3, but not which channel drove it or whether her loyalty program retained anyone. She had a POS, Instagram metrics, Google listings and a Sunday-night spreadsheet, and no answers. Enterprise tools assume dedicated analysts; consumer tools show vanity metrics. The gap covers 33 million US small businesses, and what they will pay for is what is happening, why, and what to do.
- Sep 8, 2025IdeasData-Driven Business IdeasClimate Corporation started in 2009 by combining free government weather, soil and crop yield data into hyper-local risk models that traditional insurers mispriced. Monsanto bought it in 2013 for $930 million. The data was free; the value was in the combination and the decision it informed. Data businesses compound, because each point makes the set more valuable, and defend themselves, because a competitor can copy an interface in weeks but not five years of cleaned data.
May 2025
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