Redesigning Hospitality,
End to End.

AI・AX・DX / Field Ops

One Engine for Every Site — Standardizing Procurement so New Clients Are Just Data

We standardized per-client procurement into a single engine where new clients are added as data. Order channels are pluggable adapters, double-ordering is prevented automatically, and new sites onboard by configuration alone.

AI・AX・DX / Internal Ops

Making Meeting Memory Compound — AI That Prepares the Next Agenda for You

An internal DX where meeting notes are accumulated and read by an AI agent with full context — cutting the busywork of minute-taking and follow-up, and eliminating dropped action items.

AI / AX / DX / Internal Operations

Building an In-House Payables Management System — Redesigning Payment Operations with AI and Automation

A MUSICO internal finance DX case: we redesigned the entire payables process—from invoice intake to payment-file creation—with generative AI and automation, turning a manual, person-dependent workflow into a system where AI does the groundwork and people make the final call.