Ideas, lessons, and engineering in the open.
Field notes from the people running blipee — how Sofia gets built, the architecture calls we make, what we learn from customers, and the places we still get it wrong.
Recently published
CSRD just shrank by 80%. The pressure from your customers didn’t.
Omnibus pulled roughly 80% of companies out of CSRD scope. The questions from your customers, your banks and your auditors haven’t gone anywhere — they’ve just changed sender.
The Edge gateway: why one day per building is enough.
The Edge gateway is, on average, one day per building. Auto-discovery, mapping, read/write over the protocols you already run. We don't replace the building's nervous system. We give it a brain.
You don’t need a new BMS. You need yours to start talking.
Every vendor who walks into your plant room calls your system legacy. The technical truth is less profitable: the data is already there. Your BMS isn’t old. It’s just quiet.
Sofia cites her sources — because that's engineering, not a feature.
"Cites its sources" fits in a product bullet. But it's the hardest part of the whole system — and the one that separates an operations assistant from a generator of plausible answers.
The AI that anticipates.
The first AI learned to answer. The second learned to act. The third learns to anticipate — to see the problem before it exists, always with a person having the last word.
An AI that makes up your Scope 3 is worse than no AI at all.
Ask an AI for your Scope 3 and it hands you a confident, plausible, wrong number. The right question was never what the model can do. It’s what it does when it doesn’t know.