Category
Browse AI Strategy articles from Onsomble.
Your AI adoption dashboard says 73%. Your team's output says otherwise. The enterprise AI problem has shifted from access to proficiency, and the gap is wider than most leaders think.
Different AI models find different things in the same documents. Here's what the research actually shows, and why model choice is a research methodology decision, not a feature checkbox.
92% of users don't verify AI outputs. Here's a framework for knowing when that's fine and when it'll burn you
Stop comparing AI research tools by features. I tested six approaches on the same project and compared what actually matters: source handling, synthesis quality, citations, and workflow fit.
Enterprise AI has a 5% success rate. Consumer tools hit 40%. No wonder employees are going rogue.
AI models invent facts because they're guessing, not looking things up. There's a fix — and it's the difference between an AI with amnesia and one with a library card.
RAG isn't magic — it's a four-step system. Here's how documents become answers, explained without code.