Worklytics

Worklytics is a workplace analytics platform (backed by Y Combinator) that measures AI adoption, productivity, and organizational health from anonymized work data — tracking GenAI tool spending, tying it to measurable time saved, and visualizing collaboration patterns for IT, HR, and leadership. Who it's for: organizations that have rolled out multiple AI tools and licenses across teams and need a consolidated view of what's actually being used, what it's costing in aggregate, and whether it's producing measurable ROI — a real, common gap once AI tool adoption spreads past a single team. Strengths: the privacy-first design — anonymization, processing only log/metadata rather than message or document content, GDPR/CCPA compliance — is a meaningful, real differentiator for a tool whose whole premise is analyzing how people work. Named enterprise clients (Uber, Asana, Pinterest, Panasonic, Nutanix) suggest real production deployment at scale, not just an early-stage pitch. Weaknesses and limitations: no pricing is published — access requires booking a demo — so real cost isn't verifiable without direct sales contact. As an analytics/reporting layer, it measures AI usage and impact but doesn't itself manage or provision the AI tools being tracked. Real-world scenario: an IT or ops leader has approved a dozen different AI tool subscriptions across departments and needs one dashboard showing total spend, actual usage, and whether the investment is translating into real productivity gains.