Blog
Field Notes
Working notes on agentic AI, orchestration, and putting autonomous systems to work inside real business workflows.
Ehmad Zubair
AI Use Cases by Industry: 8 Real SME Examples That Shipped
Real AI use cases by industry: how SMEs in healthcare, logistics, jewelry, and hospitality put AI into production, and the results each one returned.
Strategy/Jun 16, 2026
Ehmad Zubair
Why AI Projects Fail (and How SMEs Can Beat the Odds)
Most AI projects fail for organizational reasons, not technical ones. Here is what the failure data really says, and how SMEs can beat the odds.
Strategy/Jun 9, 2026
Ehmad Zubair
Where to Start With AI: A Practical Guide for SMEs
Where to start with AI as an SME: the 4-level adoption map, why most first projects fail, and the free community that walks you through your first move.
Strategy/Jun 2, 2026
