8 min read
AI Product Lessons: Users Want Augmentation, Not Automation
What building AI features for six products taught me: users want their existing tasks done faster, visible uncertainty and easy overrides, not chat.
Lessons Learned
5 articles
2 min read
Top 10 Azure Data Services Lessons from 2025
After a year of implementing data solutions on Azure, I've compiled the most important lessons that can save you time, money, and headaches. These come from…
1 min read
AI Project Learnings: What Actually Works in Practice
These lessons were learned the hard way. Hopefully, they save you some pain.
1 min read
Fabric Migration Stories: Real-World Experiences
There is no substitute for learning from real migrations: the patterns we reuse (lift-and-shift for bulk data, iterative modernization for dependent…
1 min read
Enterprise AI Lessons: What We Learned in 2023
Working with teams across finance, healthcare and retail this year, the same practical lessons come up: start with the business question, instrument for…