this month ↑ 18%
Know when AI is
actually working.
A live, responsible measure of how well your team turns AI into better work—not just more activity.
Your AI adoption is appropriate automation
Project handoffs are your next unlock.
Teams use AI to create work, but only 38% of handoffs include AI-generated context. Standardizing handoff summaries could return 21 hours per week.
repeatable processes
human-reviewed output ↑ 0.6
84% meaningful use
One score.
Four signals.
Adoption Pulse balances efficiency with quality and oversight—so teams automate the right work at the right level.
Workflow coverage
14 of 18 repeatable workflows
Human review
Healthy oversight maintained
Time returned
126 hours this month
Delivery quality
8.4 / 10 output confidence
Every team moves
at its own pace.
Compare responsible adoption without turning productivity into surveillance. We measure workflows and outcomes—not keystrokes.
Appropriate automation
Building momentum
Opportunity to improve
From a thin bar
to an operating system.
Free personal widget
A browser extension or desktop bar that shows individuals a private, explainable adoption score.
Team subscription
$12–$24 per user monthly for workflow recommendations, team trends, and ROI reporting.
Enterprise intelligence
Governance, SSO, APIs, and integrations across AI providers—sold as an adoption layer, not another chatbot.