A body of work on how product decisions survive handoffs, context loss, AI adoption, regional execution, and the messy path from strategy to shipped.
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Topic pillars
UAE PropTech platforms often slow after product-market fit because implicit transaction logic, regulatory states, and founding-team knowledge stop scaling with the team.
Context decay usually comes from the way relevant information gets diluted inside long sessions, not from the model suddenly becoming less capable.
Restaurant SaaS teams in Dubai often optimise the checkout while the real customer experience breaks in the kitchen handoff, exception flow, and operational state model.
MENA newsroom AI adoption is held back less by tool access and more by capability gaps across bilingual workflows, distributed bureaus, editorial governance, and production handoffs.
Series A teams often spend new capital on hidden alignment overhead when the coordination system that made the smaller team fast never scales with headcount.
The full essay connects earned memory, SR-SI, ephemeral software, organizational memory, and the question of what the digital self should be allowed to preserve.