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Last week, one prompt built my whole campaign dashboard. This week, three unpaid deliverables were sitting inside it, and I hadn't noticed. I'm an AI educator covering tools and workflows, still exploring what's actually worth using. The plan after publishing it was simple: check it weekly, update the real... show more
57,212 görüntüleme • 5 gün önce •via X (Twitter)
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Viktor understood the assignment: do the audit, show me the evidence, draft the messages, then wait for me to review them.

Three unpaid deliverables might sound small until they’re spread across different campaigns. This is exactly the kind of detail I want an AI employee watching.

The employee angle clicked for me when he moved from checking the dashboard to preparing the work that comes after the check.

The test for an AI employee is simple: can I hand him a responsibility and get useful work back? Viktor found three unpaid deliverables and drafted the next steps.

I can see Viktor becoming the person I ask, “What needs my attention today?” before I open five campaign tabs.

Finding an overdue invoice is helpful. Finding three, sorting out what’s pending, and preparing the follow-ups feels like having someone own the task.

Give Viktor a try yourself:

Give Viktor a clear role and boundaries. Mine was campaign ops: audit the numbers, watch deadlines, prepare follow-ups, and let me approve the next move.

A good teammate knows when to bring you a decision. Viktor brought me the payment gaps and the draft messages, with nothing sent before approval.

Great example of AI moving from insight to action.

The private preview was part of the job too. Viktor put the dashboard where I could inspect it before deciding whether anything should go live.

If you want to test the “AI employee” claim, give Viktor one real task with real data and an approval boundary. Payment tracking made it very clear what he could take off my plate.

I’d give him recurring campaign admin in a heartbeat. The real value is having someone carry the task from the audit to a reviewable next step.
