// AI assistance
An AI layer over every module
An advisory AI layer over every module — it proposes, humans commit.
An AI bike advisor matches riders to the right bike, size and geometry from height, riding style, budget and goals. AI compatibility linking automatically maps compatible spare parts to bikes and suggests alternative bikes by size and category when a model is out of stock. Forecasting supports planning, and the embedded assistant answers questions in plain language. AI is advisory only: it reads projections and proposes, but never writes stock or money directly — a human or automation always commits through the same logged, attributable commands.
AI bike advisor
Match riders to the right bike, size and geometry from height, riding style, budget and goals.
AI compatibility linking
Automatically map compatible spare parts to bikes, and suggest alternative bikes by size and category when a model is out of stock.
Advisory by design
AI reads projections and proposes, but never writes stock or money directly — a human always commits. For live questions, see the Assistant.
- Rider-to-bike matching on size and geometry
- Compatibility linking: parts to bikes, alternatives by size and category
- Reads projections, never writes directly
- Every commit stays logged and attributable