01 · Latest
5 min read
Human-in-the-loop AI: where human approval still matters
Approval is expensive and should be placed deliberately. Where it belongs, how to design it, and how to keep it from becoming the slow part of the system.
Read →Insights
Written for people who have to decide what to build. No predictions, no hype, no invented statistics.
01 · Latest
5 min read
Approval is expensive and should be placed deliberately. Where it belongs, how to design it, and how to keep it from becoming the slow part of the system.
Read →02 · Announcement
2 min read
We will be at Pod SE31, 22–24 September 2026, Dubai World Trade Centre, to talk about practical AI and automation for commerce operations.
03 · Insight
5 min read
Your systems of record should stay in charge. AI belongs at their edges and in the workflow layer between them, with staging and approval before anything is written back.
04 · Insight
5 min read
Automation follows rules. An agent interprets. Most real processes need a backbone of one with the other placed at specific judgement points. Here is how to decide.
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