Why AI Rollouts Stall: What the Research Says About AI Change Management
Workers who don't use AI are mostly blocked, not sceptical. A review of the peer-reviewed evidence, a 10,000-run rollout simulation, and a 90-day AI change playbook.
Workers who don't use AI are mostly blocked, not sceptical. A review of the peer-reviewed evidence, a 10,000-run rollout simulation, and a 90-day AI change playbook.
Birmingham's Oracle system, Builder.ai, Meta's metaverse, Sora and a nine-second database deletion share one mechanism. And 17 of 19 headlines stretch the AI-failure statistics.
AI incidents rose 55% in a year, deepfake fraud tripled, and model transparency fell. A data-driven assessment of seven AI threats, their business consequences, and three evidence-based mitigations for each.
Argentina cut inflation from 211% to 31.5% and reopened to foreign capital. Should a premium industrial firm like Graco build there? A data-driven entry playbook, and why the answer is a ladder, not a plant.
A full Barber Cardiosystems case analysis: why its bonuses and no-layoff policy power its cost leadership strategy, and how to respond to a 10% competitor price cut.
SHEIN grew past $38 billion by inverting Zara's model entirely, network coordination instead of vertical integration. But its cost advantage rested partly on a tariff loophole that just closed. A framework-driven breakdown of both companies' strategic paths forward.
MoviePass promised unlimited movie theater visits for $9.95 a month and grew faster than Netflix; then burned through hundreds of millions of dollars in under two years. Here's what platform theory and Porter's Five Forces reveal about the collapse, and why the 2022 relaunch works.
S4Capital, founded by Sir Martin Sorrell in 2018, set out to challenge the traditional advertising holding-company model. By building a purely digital organization through aggressive acquisition and integrating capabilities under the Monks brand, the company grew rapidly in its early years. The central questions remain: what powered that growth,
Stratistack is a focused publication on software engineering, artificial intelligence, business, and strategic thinking. The goal is simple: practical ideas for builders and leaders; no noise, no hype. New posts are published regularly. The best way to stay up to date is to subscribe. You’ll get each new article