Thinking

Notes on AI implementation that holds up in production.

  1. March 3, 2026 · FrameworkWhy AI Projects FailEvery company knows they need AI. Most start wrong. The technology was never the problem. The implementation was.1 min read
  2. March 2, 2026 · PerspectiveWhat Human-in-the-Loop Actually MeansEveryone in AI talks about keeping humans in the loop. Almost nobody builds for it.1 min read
  3. February 27, 2026 · FrameworkAI Automation for Small Business: Where to StartYou don't need a big budget or a tech team to start automating. Here are the 3 easiest wins for small businesses.2 min read
  4. February 27, 2026 · FrameworkHow to Automate Client Follow-Ups Without Losing the Personal TouchAI can handle your follow-up emails, reminders, and check-ins while still sounding like you. Here's how it works.3 min read
  5. February 27, 2026 · FrameworkWhat Is an AI Ops Audit and Why Your Business Needs OneAn AI Ops Audit shows you exactly where your business is losing time and money to manual work. Here's what the process looks like and what you get.2 min read
  6. February 26, 2026 · PerspectiveWhy Most Businesses Are Bleeding Money on Tasks a Machine Could HandleYour team is spending hours every week on repetitive work. Here's why that's costing you more than you think.1 min read