enterprise ai – Cogni ● Flow

When the Agent Runs as You: Identity Design in Enterprise AI

For years, the default assumption when deploying AI agents inside an organisation was straightforward: give the agent its own machine identity, grant it the permissions it needs, and manage that…

Giuseppe Basile September 6, 2026

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Agent Activity Is Not Agent Work

For the first wave of AI agent deployments, the question organisations asked was whether agents could execute a task at all. That bar has been cleared widely enough that the…

Giuseppe Basile August 30, 2026

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Agent Infrastructure Is Solved. Now Comes the Context Problem.

The Infrastructure Tax Two years ago, building a production-grade required infrastructure: state persistence, sandbox isolation, observability across disconnected systems. A small team could dedicate 3 months just on that. Such…

Giuseppe Basile August 22, 2026

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When the Agent Gets the Keys: Governing AI Workers in the Enterprise

When the Agent Gets the Keys For most of the past two years, the question organizations asked about AI was: can it do this task? The answer, increasingly, is yes.…

Giuseppe Basile August 22, 2026

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Why Enterprise AI Needs a Lean Dynamic Ontology

For years the dominant narrative around enterprise AI was a data problem. Organizations were told they needed more of it, cleaner versions of it, better pipelines to move it around.…

Giuseppe Basile August 8, 2026

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Cheap Intelligence Won’t Matter If Your Context Is Trapped

For a while, the dominant anxiety in AI adoption was cost. Models were expensive, inference was slow, and budgets were tight. That era is ending fast. Capable models are getting…

Giuseppe Basile May 2, 2026

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Your company is about to get cheap intelligence. That is not the same as being able to use it.

A founder recently described cutting her company's AI model costs by 97 percent in a single month. She switched from a frontier model — one of the expensive, headline-grabbing ones…

Giuseppe Basile April 27, 2026

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The Build Room: Why Enterprise AI Value Is No Longer in the Model

For most of the past three years, the dominant question in enterprise AI was: which model do you use? Procurement cycles stall on benchmark comparisons, vendor scorecards, and capability matrices.…

Giuseppe Basile April 24, 2026

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Six Things Have to Be True Before AI Changes a Workflow

Something shifted in enterprise AI conversations around late 2025. A year earlier, the question was whether a frontier model could handle a given task at all. Now the question is…

Giuseppe Basile April 24, 2026

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Seven Questions Decide Whether Your AI Agent Ships. Most Teams Can Answer Two.

For most of the past two years, the conversation around AI agents has been almost entirely about the model. Which model to use, what context window it needs, whether it…

Giuseppe Basile April 22, 2026