AI integration for production systems
Language models into legacy codebases, without breaking them: real users, real data, real regulatory constraints.
MushRoom ships an OAuth-authenticated MCP server: Claude and other AI clients read and update live bookings, finances, and tax data through property-scoped tools — an LLM wired into a multi-tenant product, deployed every day.