AI TRI+
LLM-Powered Training Plans & Race Result Analysis Platform
A comprehensive LLM coaching platform built on a database of 2,444+ Japanese triathlon events, 3.5M+ race result records, and 1.25M+ athlete profiles—published as open source on GitHub.
The race analysis engine generates rankings, percentile-based deviation scores, strength/weakness diagnostics, training advice, and race reviews. The LLM coach generates personalized training plans from 100+ data points, with periodization (base → specialty → competition → recovery), power/HR zone optimization, and dynamic adjustment based on fatigue and motivation. A 24/7 LLM chatbot answers coaching questions, and plans sync with Google/Apple Calendar via a drag-and-drop interface.
A REST API with OpenAPI specification and MCP (Model Context Protocol) support exposes the platform's data to LLM assistants like Claude.
Free tier offers race analysis and an initial plan; Premium adds unlimited goals, continuous plan regeneration, chat support, and performance prediction—at roughly 1/200 of traditional coaching pricing.