July 7, 2026
Arabic-native voice AI has a dialect problem
Arabic-native voice AI will keep failing if it treats Arabic as one language, especially in markets like Dubai and the UAE where dialect nuance is immediately legible.
Insights archive, page 5
July 6, 2026
Rawaa: a water appliance I pitched with no funding behind it, because the question wouldn't leave me alone
A founder build-log note on Rawaa, an atmospheric water generator concept for GCC conditions, and why product questions sometimes deserve to be pitched before they are funded.
July 6, 2026
Product decisions are business outcomes in disguise
A founder-facing diagnostic on how product decisions turn into sales objections, onboarding drag, support load, and delivery cost.
July 6, 2026
Workflow Systems: how I diagnose and rebuild broken execution infrastructure
A direct service breakdown of Workflow Systems, covering when a team needs workflow repair, how the engagement runs, and what changes when the execution system is rebuilt.
July 4, 2026
AI isn't proactive. Neither are we.
A context-architecture essay arguing that proactivity is really long-horizon reaction, and that AI workflows start to feel proactive when their input window gets wider.
July 3, 2026
I don't take every client. Here's what disqualifies someone before the first call ends.
A founder-consulting note on the early disqualifiers that show when a consulting engagement is asking for validation, avoidance, unavailable teams, or pre-written execution.