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Mentlio is an AI usage analytics and optimization platform that helps organizations understand how artificial intelligence is used across engineering teams. It provides visibility into AI spending, token usage, productivity, adoption, prompt quality, and team performance through centralized dashboards and exportable reports.
The platform includes AI cost tracking, productivity analytics, employee and team insights, token optimization, model routing, context retrieval, response management, and log compression features. Mentlio processes workflow, quality, and productivity signals locally, while dashboards use aggregate scores instead of displaying prompts, source code, or private files. It also supports integrations with tools such as Slack, Microsoft Teams, GitHub, Claude, OpenAI, Cursor, Linear, and Jira, with weekly summaries and threshold alerts available for managers.
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