Browser and desktop telemetry that maps enterprise AI usage, proficiency, impact, and governance without capturing work content.

An adoption dashboard that benchmarks AI usage by team, tracks application costs, and governs approved and unapproved tools.

An AI measurement module that compares adoption, fluency, and capacity across departments to evaluate returns on enterprise AI spending.

An AI spend management module that consolidates license, token, and cloud costs and attributes usage to teams, people, and agents.

A workforce analytics module that benchmarks fluency, segments adoption stages, categorizes AI work, and identifies capability gaps and power users.

An engineering analytics product that connects code delivery, quality, and agent effectiveness with AI spending and team performance.