What not to put into tools
Do not casually copy sensitive, confidential, or high-risk information into AI tools. If a workflow needs more control, the environment—not just the instructions—needs to be stricter.
Human review is not a system failure. In many processes, strong human review is a sign of responsibility, and thresholds should match the risk and consequence of the task.
Tool choice comes second, not first. Tools should be chosen by how well they support the workflow, data boundaries, and governance needs—not by vendor story or trend.
Internal knowledge and governance
Internal knowledge is useful only when handled with care—current, accessible, permission-aware, and relevant in context. Siloed or unmanaged knowledge can do more harm than good.
Governance becomes necessary as usage expands. For some, a few working rules are enough. For others, it means clear ownership, defined escalation, and documented responsibilities.
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