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Working notes from
the delivery side.

Specific, defensible writing about the decisions that determine whether a project reaches production — governance, lifecycle, data definitions, and discoverability. Every article has a named author and a visible updated date.

AI Agents

Governing enterprise AI agents

A practical approach to grounding, permissions, evaluation, and human oversight — the four decisions that separate an agent pilot from an agent in production.

Ahmed Salih5 min read

Showing 3 of 3 articles.

  • Data & Analytics

    What "AI-ready data" actually means

    Most stalled AI projects are not blocked by the model. They are blocked because nobody can say authoritatively what the underlying data means.

    Ahmed Salih4 min read

  • Growth

    What AI search changes about your website

    Assistants summarise and cite rather than list ten links. That shifts what a website has to do — and most of the required changes are things good sites should already do.

    Ahmed Salih5 min read

  • Power Platform

    Power Platform ALM that survives the second year

    Environment strategy, managed solutions, and pipelines are not bureaucracy. They are what makes a successful first app survivable when a second team wants it.

    Ahmed Salih5 min read

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