Practical writing on workflow design, implementation tradeoffs, and what actually holds up in small and mid-sized businesses.
The headlines say AI returns $3.70 per dollar invested. The fine print says 73% of companies spending $1M+ on AI see no payoff. Here's how to be on the right side of that split.
Gartner predicts 60% of dashboards will be replaced by AI-driven narrative and visualization by 2028. For small businesses, the shift is already underway.
McKinsey says nearly three-quarters of companies struggle to move AI from experiments to production. The bottleneck isn't the technology — it's the integration.
Occasional notes from Michael on workflow problems, implementation decisions, and what holds up in practice.