Articles
Short notes on AI systems that have to work in real operations.
April 9, 2026
Workflow Automation vs Chatbots
A chatbot can be flexible. A workflow is easier to trust, measure, and improve.
April 9, 2026
When to Build an Internal Tool
When the same prompt path repeats across the team, it is usually time to stop relying on a generic interface.
April 8, 2026
Support Automation That Works
Good support automation starts with the queue, not a generic bot.
April 7, 2026
Make SOPs Actually Usable
Most SOP problems are retrieval problems, not writing problems.
April 6, 2026
AI for RFP Drafting
The win in RFP work is faster source retrieval and cleaner first drafts, not unsupervised generation.