Series
Letters from the Contextual Agentic Enterprise
Short letters to the people making decisions about enterprise AI agents: CIOs, directors, architects and engineers.
Each letter is written to someone facing a real decision about AI agents: a CIO whose pilots are becoming production systems, a director asked to oversee risks the organisation hasn’t named yet, an architect whose team can now generate code faster than anyone can understand it.
The letters accompany Hanif Karimi’s book, The Contextual Agentic Enterprise. Each one makes a single argument and ends with something concrete to do on Monday.
In this series
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From Assistance to Agency: Why Enterprise AI Creates a New Architectural Problem
Letting a service desk assistant reset MFA is not phase two of the same programme. Once an agent can change state, the question becomes what it may change, and on whose authority.
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A Model Can Recommend an Action. It Does Not Acquire Authority to Perform It
Directors ask whether their AI is safe. The better question is on whose authority it acts, because accuracy, confidence and technical access are not a delegation.