A home that learns
with you, not around you.
Your preferences matter. So does your ability to change your mind.
Room and screen concept. Apple hardware is a visual reference; Cauchy connections are not confirmed. Pink and green HomePod mini 2 palette.
01 / Learn with the resident
A correction is a conversation.
A comfortable home is personal—and preferences change. We want CauchyHome to understand why you changed a routine, distinguish tonight’s exception from a lasting preference, and ask before treating a correction as a new rule.
02 / Permission before autonomy
Helpful is not the same as authorized.
Suggestions, approved routines and sensitive actions need distinct boundaries. You decide what Cauchy may do, which changes need approval, and when to pause it. Household and installer access must be explicit and revocable.
03 / Keep context close
Each home deserves its own memory.
One account can manage several homes, but each home has its own local Mac mini, credentials, permissions and routines. The selected home stays visible; ambiguity is a reason to ask, never a reason to guess.
04 / Be clear about the cloud
Local control. Honest privacy.
Detailed household memory, credentials and approved routines are intended to stay in the home. A chosen cloud AI provider receives conversation and task-relevant context. Optional local AI is a future possibility, not an absolute privacy guarantee.
05 / Earn the right to do more
Reliability before expansion.
Start with a small validated native Matter catalog: lights, shades and bounded temperature adjustments. Evaluate unwanted actions, corrections and recovery. Keep basic approved local routines and physical controls useful when cloud services are unavailable.
06 / Prove less work
The benefit must show up in daily life.
Guided setup and installer support should make an ongoing learning service easier to live with. Fewer corrections and less maintenance are outcomes to prove—not evidence we have already achieved.
Founder
Andreas Soupliotis
Founder and former CEO of Hivestack. Co-founder of Ayuda. Former Microsoft Research.
In development