Insights on local-first AI, construction technology, and building intelligence
Running AI on your own hardware isn't just a privacy play — it's a 23x cost reduction, zero-latency inference, and complete independence from cloud providers who can change pricing overnight.
Your home doesn't come with a dashboard. Oakden Property changes that — using AI and building science to give every property a health score from 0 to 100, so you know exactly what needs attention and what can wait.
Everyone's talking about AI in construction. Most of it is hype. Here's an honest breakdown of where AI actually delivers value on job sites — and where it falls flat.
Cloud AI pricing looks affordable at demo scale. At production scale, it's a different story. Here's a real cost breakdown — and how a hybrid local/cloud approach cuts your bill by 90%.
Your smart home shouldn't stop working when the internet goes down. NUThaus is a different approach — local-first intelligence, no subscriptions, no data harvesting, and it works even when AWS doesn't.