You can’t manage what you can’t measure.
“We’re using AI” is not a result. Periscope turns agent activity into the numbers leaders actually need: what got delivered, what it cost, whether quality held, and who’s accountable. The same questions you’d ask of any team, finally answerable for the AI one.
Work completed and outcome rate, not a vanity count of tokens burned or messages sent.
Tie spend to delivered work. Know your cost per outcome before finance asks.
Delivery quality and drift, tracked over time. Catch the slide before it ships.
The whole story, from work shipped to dollars spent.
Work performed and outcome rate across your workforce, with a p50 time to result you can hold a line on.
Deploy frequency, lead time, change-fail rate, time to restore.
Spend mapped to delivered value, not raw usage.
Code quality, review intelligence, and a drift indicator that flags when behavior wanders.
Which model is actually pulling its weight on which work. Route accordingly.
A plain-language read of what is at risk and the single most useful thing to fix next. Generated, not guessed at.