AI / ML02 / 08·Published
RAG vs Fine-Tuning: Which Does Your Business Actually Need?
RAG grounds an AI in your documents. Fine-tuning changes how a model behaves. An engineer's guide to picking the right one, with real production examples.
Technical perspectives, case breakdowns, and honest takes on software — from the engineers actually shipping it, not a marketing team.
Eight pieces so far, on topics that come up often in client conversations and our own builds. Tell us what you'd like covered next.
AI / MLRAG grounds an AI in your documents. Fine-tuning changes how a model behaves. An engineer's guide to picking the right one, with real production examples.
We write from real engagements. If there's something you'd want explained before hiring anyone, tell us — it might be the next piece.
No agency jargon. No surprise invoices. Just engineers who give you a straight answer.