AI agent builds, measured against what they replace

Builds measured against the path they replace, including where they lose.

Every case study here reports the same things: what was built, what it measured, and the conditions under which the approach is the wrong choice. The break-even is stated in the open rather than buried, because an engagement that starts with an honest floor is the only kind worth scoping.

The measurement method is specified in the AEQ specification, and the full accounting behind these numbers is in the research papers.