PRACTICAL AI / SMALL TEAMS

Looks good.
But does it work?

AI can write the draft. You still own the decision. Learn to check the facts, spot the gaps and measure the work left to do.

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One page. Free PDF. No email required.

WE TEST AI.YOU GET WHAT WORKS.

THE TASKLITMUS METHOD

Judge the finished task.
Not the impressive demo.

For small teams using AI for everyday work: customer emails, meeting notes and the admin in between.

Check the facts.

Compare names, dates, amounts and commitments with the source. Fluent writing is not evidence.

Find what is missing.

Look for omitted details and unanswered questions. Ask for clarification before filling the gaps.

Count the cleanup.

Include review and correction time. The useful comparison is the whole task, not the first draft.

YOUR FIRST FIELD TOOL

Is the output
ready to use?

The Task Check Scorecard gives you a repeatable review for accuracy, missing facts, cleanup time and the next human decision.

Download the scorecard ↓

KEEP

Meets the task requirements after review.

CHECK

Needs a correction or a human decision.

SKIP

Creates more work or risk than it removes.

OUR EDITORIAL PROMISE

Evidence before a verdict.

Tasklitmus is an independent editorial project about practical AI workflows. We distinguish methods and illustrations from hands-on tests. Published tests will explain the task, setup, observed result and limits. We do not present planned experiments as completed reviews.

We use AI to assist production, including narration where indicated, with human editorial review. Any sponsored content or affiliate links will be disclosed alongside the relevant recommendation.