Each case is a record of taking one company's core workflow and building it into an operation a machine can run. Not a dashboard, not a chatbot — defined by what changed.
A company that makes nothing in-house and sells through outside makers. Turning one request into a quote meant a person digging back through dozens of messages. We built products, specs and prices into a structure a machine can read, and on top of it the system produces the draft quote — and what to ask back. A person still issues it.
View case →Real-estate operating platform · mid- to long-term housingBookings, documents, conversations and settlement were scattered across channels. We built mid- to long-term housing operations into a single platform, and on top of it the system reads conversations every day to find bookings whose real arrival date differs from the registered one. A person still applies them.
View case →* Based on real engagements, with identifying details masked or generalized. We don't publish figures about operating scale.