Factory Analytics

Factory Analytics is a comprehensive tool designed to provide enterprise organizations with detailed insights into their AI investments, focusing on the productivity and cost-effectiveness of AI usage within the company. It offers metrics in six key areas: token consumption, tool usage, activity and adoption, productivity output, per-user breakdowns, and agent readiness, all built on OpenTelemetry for easy integration with existing observability stacks or through Factory's own hosted dashboards. The platform enables engineering teams to track token usage by model and user, understand tool adoption and autonomy patterns, monitor user activity and engagement, and measure productivity directly through code output metrics like files created and edited, git commits, and pull requests. Additionally, Factory Analytics provides per-user data to identify power users and support needs, and its API facilitates the generation of ROI reports and productivity trend summaries, linking AI usage to project delivery outcomes. The platform has been available to enterprise customers since early 2026, and it includes features like API access, OTEL export, and AI-generated reports to enhance visibility and decision-making regarding AI investments.