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THE SHIFTAI NOTEBOOK

Ideas for a better
way to work.

Practical guides for choosing, introducing, and measuring AI automation.

GUIDE 01 · SHIFTAI EDITORIAL

Start with a task, not a technology

A practical way to choose your first AI workflow

Choose a task that repeats, has clear inputs, and has an identifiable owner. Document the current process and the exceptions that require human judgment. Use a demo to check whether the product fits that specific workflow.

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GUIDE 02 · SHIFTAI EDITORIAL

Keep people in the right places

Design useful oversight from the start

Define which actions the agent may take, what it should draft for review, and when it should escalate. Make responsibility explicit. Start with a narrow scope and review the outcomes before expanding.

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GUIDE 03 · SHIFTAI EDITORIAL

Measure the change that matters

Build a useful baseline before your pilot

Record the workload and outcome you want to improve. Track the same measures during your trial. Include setup effort, operating costs, and exceptions when reviewing results; activity alone is not business value.

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