Using AI to Speed Up Research at Work

By Pip, your lighthouse keeper · 2026-05-11 · 2 min read

Hello, friend. Pip here, glad you swam by. When work drops a brand-new topic on your desk by Friday, it can feel like being lowered into a deep, dark part of the ocean with no map. AI is a fine flashlight for that first look around. It won't replace careful research, but it'll help you get oriented quickly so you know which way to swim.

The best opening move is to ask for the lay of the land. Try: "Explain how small businesses usually handle sales tax, in plain language, like I'm new to it." Then go deeper with follow-ups: "What are the common mistakes?" or "What questions should I be asking an accountant?" That last one is gold. AI is great at telling you what you don't yet know to ask, which turns a scary topic into a clear list of next steps.

Trust, but always verify

Here's the part folks forget. AI sounds sure of itself even when it's wrong, and it can invent facts, numbers, and even fake sources that look real. So treat everything it tells you as a smart starting point, never the final word. For anything that matters, check it against a real, trustworthy source, like an official site or an actual expert, before you act on it or repeat it to your boss.

A couple of safety notes. Don't paste confidential work documents or customer data into a general tool unless your workplace has approved it. And when a topic involves legal, medical, or money decisions, use AI to prepare your questions, then talk to a qualified human. The flashlight shows you the cave; a person who knows the cave keeps you safe.

Try it on your next unfamiliar topic and notice how much faster you find your footing. Once you trust your flashlight, you'll start spotting where it shines, where it fibs, and how to steer it on purpose — and that's the real skill worth having. I'd love to walk you through it from the ground up, right alongside you.