AI tools for work, compared by the job they do — not the hype.

Two places teams waste the most skilled hours: meetings nobody remembers, and code reviews nobody has time for. We compare the tools that fix each, with free calculators to size the problem first.

Start with the math

Tools are cheap. Skilled hours aren't. Run your own numbers:

Meeting Cost Calculator

What do your recurring meetings actually cost per year — and how much is spent just reconstructing what was decided?

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PR Review Cost Calculator

How many senior hours go into pull-request review each month, and what would automating the first pass save?

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How we compare

We judge on: does it remove work or add another dashboard, how it fits real workflows, pricing at team scale, and privacy posture. Where a tool is our pick, we say why — and who should pick something else instead.