Audit a Workflow Before Adding AI
Check how work starts, what counts as finished, and whether every step belongs before adding AI to the process.
Write down every way the workflow starts.
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Write down every way the workflow starts.
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Define the result that makes the workflow complete.
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Four Human Skills Worth Keeping in Your AI Workflow
A thought experiment for recognising the value of your skills, and four responsibilities to keep human when AI does more of the work.
Your existing skills have value even when you struggle to name them
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Your existing skills have value even when you struggle to name them
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Keep human judgment, ownership, communication and follow-through in the work
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AI implementation
2 min article
03
Reduce the AI Blast Radius
A practical way to introduce AI without putting too much time, data, or trust at risk all at once.
Start with one small task so the cost of a mistake stays manageable.
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Start with one small task so the cost of a mistake stays manageable.
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Put guardrails and policies around what the AI can do.
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Give Every AI Agent a Job, Authority, and Review
Use the JAR framework to define an AI agent's responsibility, boundaries, and review schedule before trusting it with business work.
Define one specific job for the agent.
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Define one specific job for the agent.
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Set clear limits on what the agent may discuss and with whom.
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Three Tests for a Useful Automation
Check whether an automation saves time, improves decisions, and produces a measurable business result.
Measure the time an automation gives back.
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Measure the time an automation gives back.
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Check whether it provides information that improves a real decision.
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Change management
2 min article
06
Rebuild Trust in Technology With Smaller Changes
Acknowledge where past technology projects went wrong, then rebuild confidence through small changes with visible outcomes.
Talk openly about the failed project and the scar tissue it left behind.
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Talk openly about the failed project and the scar tissue it left behind.
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Start with a change small enough for the team to absorb and evaluate.
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Build Workflows That Buy Back Your Time
Use batching, a repeatable process, and clear format constraints to get more useful work from the same amount of time.
A useful workflow helps the same block of time produce more.
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A useful workflow helps the same block of time produce more.
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Batch similar work and put clear constraints around the format.
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A Workflow Gives You Something You Can Schedule
Put recurring work on paper so you can schedule it, improve it, delegate it, or hand the right parts to AI.
Turn recurring tasks into visible units of work.
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Turn recurring tasks into visible units of work.
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Schedule defined work instead of reacting to every new email.
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Workflows Are Easier to Map Than They Look
A practical way to map recurring work, then decide what to schedule, delegate, keep, or stop doing.
Start with one trigger, the steps that follow, and a clear outcome.
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Start with one trigger, the steps that follow, and a clear outcome.
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Use the map to question repetitive work instead of accepting it by default.
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