Articles
18 posts tagged "AI Adoption"
Use Claude to get you questions, not answers
Most Claude sessions produce transcripts because users ask for answers. The posture that produces real specifications looks different. Here's what it requires.
The Two Bets Every AI Team Has to Make
Most AI teams celebrate the technical bet (prototype on the edge of working) without making the cultural bet that makes it survivable. You need both.
Stop Debating Which LLM to Use, That's Not Where the Lock-in Happens
Swapping LLMs is easy. Swapping your organizational memory isn't. The real AI lock-in isn't the model — it's where your expertise, instructions, and institutional knowledge live. Keep it portable or lose your freedom.
How to Use Process Mining to Find What AI Should Automate
Your ticket system already records every escalation, every reopen, every bottleneck — with timestamps. Process mining turns that data into a map of exactly where AI automation will have the most impact. No interviews. No opinions. Just the data.
The Extraction Pattern: How Companies Actually Start Using AI
Every company follows the same AI adoption pattern. Seven phases from scattered experiments through knowledge extraction to compound results where skills, artifacts, and outputs compound.
How to Adopt AI Coding Without Creating Technical Debt
Five steps to AI code quality that compounds over time — from repeatable process and reviewable decisions to encoded engineering judgment.
Adaptive.ai Does What OpenClaw Promises — Without the Setup Headaches
I needed GSC and GA4 data inside an AI tool. Adaptive.ai's agent figured out the authentication, the integration, and the workarounds. No API keys. No configuration. Here's why that matters more than most people think.
When Everyone Can Build, Building Stops Mattering
AI made building easy. But when everyone can build, the filter moves downstream. Trust, retention, and behavioral signals become the new gatekeepers.
How to Actually Put AI to Work (It's Not What You Think)
Most people either waste AI on emails or assume it can't touch their real work. Both are wrong. Here's a five-step process that starts with what you already do.
How Estimating Changes in an AI World
Here's an interactive way to see how estimating changes in an AI world. Put in your own data and see the results.
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