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All issues › Volume 342, Issue 3 › IT Vendor News › DataRobot

Your AI Factory Is Running. What's It Producing?

DataRobot, Friday, September 18th, 2026

DataRobot asks enterprises to measure what their AI infrastructure investments are actually delivering.

DataRobot challenges organizations that have built out AI infrastructure to account for what it actually produces in business terms.

The post distinguishes between activity metrics such as models trained and outcome metrics such as decisions improved.

It outlines how to instrument AI programs so value is measurable rather than assumed. The argument targets leaders facing scrutiny over AI spend without clear returns.

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