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AI Strategy·March 16, 2026·5 min read

Why the Best AI Strategy Is Boring

Jake Read

Founder, Read Laboratories

Why the Best AI Strategy Is Boring

Every week someone sends me a video of an AI generating a photorealistic image from a napkin sketch, or writing a screenplay in twelve seconds, or having a philosophical conversation about consciousness.

Cool. None of that will help your business.

I run an AI consulting firm in Thousand Oaks, and the single biggest misconception I fight is that AI is supposed to be impressive. Business owners come to me wanting the demo. They want the thing they saw on Twitter that made their jaw drop. They want to show it off at their next Rotary Club meeting.

But the AI that actually moves the needle? It's boring. Unbelievably, painfully boring.

The Boring List

Here's what boring AI looks like in practice:

A property management company on Thousand Oaks Blvd that used to spend three hours every Monday morning sorting maintenance requests by priority. Now it happens automatically. Nobody talks about it at dinner parties.

An insurance agency in Westlake Village where every new lead used to sit in someone's inbox for anywhere from two hours to two days before getting a response. Now they get a personalized reply in under ninety seconds. The agent who handles those leads doesn't even know it's happening.

A dental office in Agoura Hills that was losing four or five patients a month because their confirmation call system was a mess. Patients would get called at weird times, nobody would leave a voicemail, and appointments would just vanish. Now it's handled. The office manager's job got less stressful, not more impressive.

None of these make for a good YouTube thumbnail. All of them made real money.

Why Business Owners Get This Wrong

There's a pattern I see over and over. A business owner watches a demo of some AI tool that can generate marketing copy or create videos or analyze sentiment across thousands of reviews. They get excited. They sign up. They play with it for a week. Then it sits there, unused, because it didn't solve a problem they actually had.

Meanwhile, the thing that's actually killing their business is that nobody follows up on web form submissions after 5pm. Or that their bookkeeper spends six hours a week copying numbers from one spreadsheet to another. Or that they lose two or three estimates a month because the proposal took too long to send out.

These problems aren't sexy. They don't trend on social media. But they're the reason some businesses grow and others stay stuck at the same revenue for five years.

The Spreadsheet Test

I have a dead simple way to figure out where AI should go in your business. I call it the spreadsheet test.

Open your calendar from last week. Look at every task you or your team did. For each one, ask: "Is this basically moving information from one place to another?"

Reading an email and typing the key details into a CRM. Taking a phone message and creating a task in your project management tool. Looking at an invoice and entering the line items into QuickBooks. Checking a form submission and sending a templated response.

If more than 30% of your week is information transfer, that's where AI goes. Not in the flashy places. In the plumbing.

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The Conejo Valley Problem

I talk to business owners around here all the time. Thousand Oaks, Westlake, Calabasas, Simi Valley. Most of them are running businesses with five to fifty employees. They're not tech companies. They're contractors, dentists, CPAs, property managers, lawyers.

And they all have the same problem: they're too busy doing the work to fix how the work gets done.

The contractor in Simi Valley who's on a roof six days a week doesn't have time to research which CRM integrates with which scheduling tool. The CPA in Calabasas who's buried in returns from January to April doesn't have the bandwidth to set up automated client reminders. The real estate agent driving between showings on Lindero Canyon Road isn't going to stop and build a lead nurture sequence.

So nothing changes. Year after year, the same inefficiencies persist because fixing them requires the one thing these people don't have: free time.

That's actually the whole point of boring AI. It doesn't ask you to change how you work. It just quietly handles the stuff that was falling through the cracks.

What "Good" Looks Like

The best AI implementations I've done share three things:

First, the business owner can't tell you exactly what changed. They just know things feel smoother. Leads get followed up faster. Clients seem happier. The team isn't as frantic. But there's no single "wow" moment. It's death by a thousand improvements.

Second, nobody had to learn a new tool. The AI works inside the systems they already use. Their email, their CRM, their phone system, their calendar. If I have to train your team on a new dashboard, I've already half-failed.

Third, it pays for itself within the first month. Not in some abstract "productivity gains" way. In actual dollars. Fewer missed appointments. More leads converted. Less overtime. Real numbers on a real P&L.

The Trap of Interesting

Here's my actual advice: be suspicious of any AI solution that feels interesting.

If your vendor is showing you a demo and you're thinking "wow, that's amazing," pause. Ask yourself: does this solve a problem I had yesterday? Not a problem I might have someday. Not a problem that sounds important in the abstract. A real problem that cost me real money last week.

If the answer is no, it doesn't matter how impressive the technology is. You're buying a toy.

The businesses that are quietly pulling ahead right now aren't the ones with the most advanced AI. They're the ones that took the most boring, repetitive, soul-crushing part of their operation and made it disappear.

That's it. That's the whole strategy.

If you want to figure out where the boring wins are in your business, send me a note at jake@readlaboratories.com. No pitch, no sales call. Just a conversation about what's actually eating your time.

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