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Edtech

AI Mentor

A multi-agent personal mentor that handles onboarding, weekly planning, test analysis, and learning-path generation — wired directly into the client's own student data and content library.

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The problem

Personal mentoring — onboarding, weekly planning, test analysis, learning-path generation — doesn't scale as a single generic bot, or as a human-only service, across a large student base.

The approach

A full multi-agent system — separate agents for each job, wired into the client's real student data and content library through an MCP layer — now live for 100,000+ paying students plus a free tier used for lead capture.

Impact, by the numbers

100,000+
paying students, plus free users for lead capture

Built with

PythonLangChainLangGraphMCPNeo4jGemini API