hcd.ai

AI in Practice

The gap between promise and delivery

Prompt engineering, enterprise rollouts, workflow automation, and what actually works when you sit down with AI tools.

Most of what gets published about AI is vendor marketing or thought leadership. What you'll find here is what happens when you sit down and try to get work done with these tools, whether that's crafting better prompts, rolling AI into an enterprise team, or wiring up automations that save you hours. The gap between marketing and execution is most important and where the real innovation and change happens.