FROM THE ARCHIVE
Unapproved AI use is a signal to examine the workflow.
Clear rules work better when people have a practical approved option.
Retrospective editionPrepared for this archive on The edition date identifies its place in the weekly series.
When employees turn to an unapproved AI tool, the organization needs to understand the risk and the reason. There may be a useful task that the approved environment does not support well. I want a response that addresses both the immediate concern and the unmet need.
Find out what people are trying to accomplish
Ask about the task before assuming the answer is simply another policy reminder. Are people drafting routine correspondence, organizing documents, or trying to retrieve knowledge that is difficult to find? Understanding the purpose helps a team decide whether an approved alternative can meet it safely and effectively.
Give guidance at the point of use
Employees need understandable examples of information that may be used, tasks that require review, and situations that should be escalated. They also need a route to request support for a new use case. A policy that relies on every individual interpreting a complex risk assessment is unlikely to give consistent results.
Turn demand into an improvement backlog
I would bring recurring requests into a shared discussion among business, technology, security, and compliance teams. Assess which tasks are worth supporting and explain the decisions. Genellipse’s role as a partner should include helping organizations create workable choices. Good governance can make useful adoption easier by giving people an approved path that fits their actual work.
How Genellipse can help
Genellipse can help assess recurring employee requests, identify appropriate AI use cases, and design an approved workflow with clear information boundaries. Cortex AI provides a platform for evaluating governed agents and assistance. Our consulting and security services can help connect the proposed solution to practical guidance and the organization’s existing controls.
FROM PERSPECTIVE TO PRACTICE
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