The Lab Blog
Practical insights on AI strategy, workflow automation, and building systems that save time for your business.
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May 20, 2026|1 min read
Work should resume from where it stopped
Teams lose time when paused work returns without a clear last state, forcing people to rebuild momentum by hand.
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May 15, 2026|1 min read
Dependencies should be visible early
Teams lose time when important approvals, files, and upstream handoffs stay hidden until the work is already at risk.
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May 15, 2026|2 min read
Blocked work should say what it needs
A blocked status does not help much if nobody can tell what approval, file, or decision is actually missing.
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May 13, 2026|2 min read
Comments should happen where the work lives
If the work is in one place and the feedback is somewhere else, the team has to reconstruct the thread before it can move.
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May 12, 2026|2 min read
The latest version should be obvious
A lot of work slows down because people are still asking which version is current.
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May 12, 2026|1 min read
Queues should show what matters now
If urgent work, blocked work, and routine work all look the same, the queue is just storage.
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May 11, 2026|1 min read
Approvals should have a clock
If a workflow needs approval, the approval should have a clock.
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May 10, 2026|2 min read
Routine work should start itself
If the same process happens every week, the system should kick it off without waiting for somebody to remember.
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May 10, 2026|2 min read
Follow-up should not be the system
If progress only happens because somebody keeps checking on it, the workflow is doing too little.
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May 9, 2026|3 min read
The next step should be clear
Teams lose speed when work exists but nobody can tell what is supposed to happen next.
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May 9, 2026|2 min read
Context should travel with the work
When work moves without the reason, notes, and decision trail attached, teams waste time rebuilding context instead of moving forward.
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May 8, 2026|2 min read
Work should not depend on memory
When the next step only lives in somebody's head, the work slows down. Good systems keep the context attached and the next move visible.
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May 8, 2026|2 min read
Ownership Should Be Obvious
Work slows down when nobody is fully sure who owns the next move.
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May 8, 2026|2 min read
Status should be visible
Teams lose time when updates exist but nobody can see the real state of the work without asking around.
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May 7, 2026|1 min read
Routine questions should not need a meeting
Routine questions should be answered by the workflow, not another meeting.
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