> Local AI vs Cloud AI: What Should a Small Business Choose?

> The real cost of cloud AI

When you use a cloud AI, three things happen: you pay per token (it adds up fast for documents), your business documents travel to a third party's servers, and you depend on the provider's availability. For a small business processing invoices or writing proposals, that's real money and real risk.

> What local AI actually means

A local model runs on your own computer. The files stay on your disk. There is no per-token bill — you already paid for the hardware. The trade-off is that your computer's power sets the ceiling: smaller models are faster but simpler, larger models are better but need more RAM.

> What to expect from a 1–3 billion parameter model

For emails, extraction, summaries and first drafts, small local models deliver genuinely useful results. For very long, complex reports they fall short of the biggest cloud models. That's why Autonoira tells you honestly what to expect with your hardware — and lets you switch models anytime.

> The hybrid that most businesses actually need

Start local for daily work, keep a cloud option only for rare heavy tasks. Autonoira is built local-first: your daily automation never leaves your machine, and nothing is ever uploaded by default.