If you've opened LinkedIn in the past year, you've been buried under hot takes about how AI is going to transform everything. Robots will do all your work. You'll be irrelevant. Or alternatively: AI is all hype and you don't need to worry about it.

Neither of those is true, and I think you already know that.

I'm Chris Goodbaudy, founder of Thought Spark AI, and I've spent the past few years helping small businesses in the Portland area figure out where AI actually fits in their day-to-day operations. Not the Fortune 500 stuff you read about in the Wall Street Journal — the real, scrappy, "I have 12 employees and a hundred things on my plate" version.

Here's what I've learned: AI for small business is genuinely useful, but only if you know where to point it.

What AI Can Realistically Do for Your Business Right Now

Let's start with the good stuff. These aren't hypotheticals — these are things my clients are doing today, with tools that cost less than a Netflix subscription.

1. First-draft everything

Writing is one of the biggest time sinks for small business owners. Emails to clients, job postings, website copy, social media posts, responses to reviews — it adds up fast. AI writing tools like ChatGPT and Claude won't replace your voice, but they're incredible at getting you 80% of the way there in 30 seconds. You review, tweak, and send. That's it.

One Portland-area contractor I work with used to spend Sunday evenings writing Monday's client update emails. Now he spends ten minutes. Same quality, a fraction of the time.

2. Customer-facing automation that actually works

AI chatbots have gotten genuinely good — and I say that as someone who spent years cringing at them. Tools like Intercom, Tidio, or even a simple ChatGPT-powered assistant embedded on your website can handle your top 10 FAQs around the clock. For a local service business getting the same questions about pricing, hours, and availability over and over, this is a real win.

The key is keeping it focused. A chatbot that tries to do everything will frustrate your customers. A chatbot that answers "what are your hours and do you serve the Beaverton area?" — that one pays for itself.

3. Summarizing, organizing, and making sense of information

Got a pile of customer reviews you've been meaning to read through? A long contract you need to understand before signing? Meeting notes scattered across a dozen Zoom transcripts? This is where AI absolutely shines. Otter.ai turns your meetings into searchable summaries. Notion AI can synthesize notes. ChatGPT or Claude can read a long document and pull out the key points in plain English in seconds.

This is one of the highest-ROI uses I see for small business owners — not because it's flashy, but because it frees up serious mental bandwidth.

4. Repetitive back-office tasks

Zapier has added AI-powered automations that can do things like: categorize incoming emails, draft routine responses, or trigger actions based on new form submissions. Make (formerly Integromat) is similar. If you find yourself doing the same digital task more than three times a week, there's probably an automation for it — and AI makes building those automations faster and easier than ever before.

Small business AI automation used to require hiring a developer. Now it often just requires an hour and a $20/month tool.

What's NOT Worth Your Time Yet

I want to be honest with you here, because a lot of vendors are overselling what AI can do for businesses your size.

Custom AI models trained on your data. You've probably seen pitches for this. Unless you have a very specific, high-volume use case and a serious budget, this is overkill. The off-the-shelf tools are genuinely excellent. You don't need to build your own.

AI-generated video at scale. The tools are improving fast, but for most small businesses, AI-generated marketing video still looks... AI-generated. It can work for internal content or rough explainers, but it's not ready to be the face of your brand. Not yet.

Fully autonomous AI agents doing complex tasks. This is the thing that's most hyped right now. Yes, AI agents that browse the web, book appointments, and manage workflows are coming — but the current versions require significant setup and babysitting. For a small team without a dedicated tech person, the ROI isn't there yet. Check back in 12-18 months.

Replacing your customer relationships. I can't stress this enough. The businesses I see thrive with AI are the ones using it to free up moretime for genuine human connection — not less. If you're in a relationship-driven business (and most small businesses are), AI is your support staff, not your front door.

How to Figure Out Where AI Fits in YOUR Business

Here's a simple framework I use with every client. I call it the Three R's:

Repetitive — Is this task the same or very similar every time you do it? Repetitive tasks are prime AI candidates. Writing the same type of email, answering the same questions, pulling the same kind of report.

Research-heavy — Does it involve reading, summarizing, or synthesizing a lot of information? AI is a research superpower. Feed it documents, emails, data — and ask it questions.

Rote — Does it require little judgment or creativity, just time and attention? Data entry, formatting, transcription, basic scheduling logic — these are exactly what small business AI automation was built for.

If a task hits two or three of those, AI can probably help. If it requires deep expertise, nuanced human judgment, or a relationship, keep it human.

Grab a piece of paper right now and list the five tasks that eat the most of your week. Then run each one through the Three R's. I'll bet at least two of them have an AI solution worth exploring.

Getting Started: The First 3 Steps

I know it can feel overwhelming, so here's how I tell clients to actually begin — no big commitments, no steep learning curves.

Step 1: Spend two weeks with ChatGPT or Claude.
Pick one. Pay for the $20/month plan (the free versions are limited). Use it every single day for writing tasks — emails, social posts, summaries, brainstorms. After two weeks, you'll have a much clearer sense of where it saves you time and where it doesn't. This alone is worth it.

Step 2: Identify your one highest-pain repetitive task.
Not five tasks. One. The one that makes you groan when it shows up on your to-do list. Then spend an hour researching whether there's a tool that addresses it specifically. Google "[task] AI tool" — you'll be surprised what's out there. Come back to me if you get stuck.

Step 3: Don't go it alone if you're serious.
The best AI tools for small business aren't complicated — but combining them, customizing them for your workflows, and making sure you're not duplicating effort or missing opportunities? That's where having a guide pays off. The AI landscape changes every few months, and keeping up with it is basically a part-time job.

Ready to See Where AI Fits in Your Business?

I offer a free 30-minute discovery call for small businesses in the Portland metro area. No pitch, no pressure — just an honest conversation about where you are, what you're trying to do, and whether AI can actually help.

The Small Business Owner's Guide to AI in 2025: What's Actually Worth Your Time