Written by Cameron Purvis: 07-15-2026
What Is Your Company Doing About AI?
The upside is real. So are the risks. Here’s how to get both right.
There’s a moment a lot of business owners are having right now, and it usually happens around 11 p.m. You’re scrolling through your feed, and every third post is about some company that automated half its workflow with AI and is now doing twice the business with the same headcount. You feel two things at once: excitement, and a little knot in your stomach. Excitement because the potential is obvious. The knot is because you’re not entirely sure what you’d be signing up for, or what could go sideways. I, like most folks over 40, realize that AI is an extremely valuable tool and should be utilized. However, whenever there is an extremely valuable tool that is easily accessible to most everyone it’s important to be cognizant that the tool can be used by people with bad intentions like hackers for example.
If that’s you, good. That instinct is worth listening to. AI-driven software is one of the most useful things to happen to small and mid-sized businesses in a long time, but it’s a tool, not a genie. And like any powerful tool, the outcome depends almost entirely on the hands holding it. Let’s talk honestly about both sides of that.
What AI Software Actually Does For You
Forget the sci-fi framing for a second and the Terminator Skynet scenario some of us grew up watching movies about. In the day-to-day of running a company, AI-driven software mostly shows up as a very fast, very tireless assistant that never needs a coffee break. That sounds small until you watch what it does to the boring parts of your week. In my experience AI has saved me significant time in my job. Whether it’s helping to produce a Power Point presentation, a spreadsheet, writing emails and cleaning them up to be more polished. If you were to equate that time back on an annual basis the average American worker saves around1 hour a day 5 hours a week due to AI’s assistance. That’s an additional week plus back in time you can spend on other tasks. In the IT industry that number rises to around 11 hours on average per week that AI assistance saves on time, that’s huge.
Take the stuff nobody wants to do. Sorting invoices, flagging duplicate entries, drafting the first version of a proposal, summarizing a two-hour meeting into three bullet points, catching the typo in the contract before it goes out. These are the tasks that quietly eat hours and morale. Good AI tooling clears them off your team’s plate, which means your people spend their time on the work that actually needs a human brain, the relationship, the judgment call, and the creative leap.
Then there’s the pattern-spotting. Humans are great at a lot of things, but we’re lousy at noticing a subtle trend buried across ten thousand rows of data. AI is the opposite. It can look at your sales history, your support tickets, your inventory, and quietly tap you on the shoulder and say, “Hey, orders from this region always spike two weeks before you’re ready for them.” That kind of foresight used to require an expensive analyst and a lot of luck. Now it’s increasingly built into the software you already use. I always say one of the reasons that wealthy people stay wealthy is because they’ve figured out how to make their money work for them even when they’re not working on anything. AI does a version of the same thing. While you’re sleeping your AI driven cyber security software can catch a breach and implement a managed detection response or a variety of other things.
And it scales in a way people can’t. A small team can suddenly respond to customers faster, personalize outreach, and keep up with a volume of work that would’ve required three new hires a few years ago. For a growing business trying to punch above its weight, that’s not a luxury, it’s survival.
So yes, the upside is real. This isn’t hype. The companies leaning into it thoughtfully are pulling ahead, and the gap is going to widen. If your company isn’t utilizing AI driven software I can promise you that your competitors are.
The Part Where We Slow Down
Here’s where the knot in your stomach earns its keep!
AI-driven software is confident. Sometimes it’s confidently wrong. It will hand you a beautifully written summary of a document and get a key number backwards. It will draft a client email that sounds perfect and references a policy you don’t actually have. The technical term people use is “hallucination,” which is a polite way of saying the software occasionally makes things up and presents them with total conviction. If nobody’s checking its work, that confident mistake goes straight to your customer, your books, or your legal exposure. Remember when I said AI is not a genie? It’s important to know that AI isn’t supposed to just do your entire job for you. It’s a tool and like any tool it isn’t perfect absolutely every time, so it’s important to check its work before you go and send off an email to 500 of your best clients.
That leads to the first rule of using this stuff well: AI drafts, humans decide. Anything that leaves your building, touches money, or affects a person’s record gets a set of human eyes before it goes anywhere. Not because the AI is dumb, but because it doesn’t understand consequences the way you do. It doesn’t know that this particular client is sensitive, or that this number feeds into a compliance report. You do!
The second concern is the one that keeps us up at night on the security side, and it’s worth being blunt about. When your team feeds information into an AI tool, that information goes somewhere. Do you know where? Do you know if it’s being used to train the next version of the model? Do you know if it’s stored, and for how long, and who can see it? A shocking number of businesses have employees pasting confidential contracts, customer records, and proprietary data into free consumer AI tools without a second thought. That’s the digital equivalent of leaving your filing cabinet on the sidewalk. Most people don’t even realize that the free versions of most AI software do expose your data while typically the paid for version does not. Part of our many jobs at CEG is to make our partners aware of that. But don’t worry, that one’s free. And it’s not just accidental leaks; the bad guys have the same tools you do. AI has made phishing emails cleaner, scams more convincing, and attacks faster to launch. The same technology writing your marketing copy is writing the fraudulent invoice designed to trick your accounts payable clerk. This isn’t a reason to panic. It’s a reason to make sure your defenses are keeping pace, because the people trying to get into your systems are absolutely using every new advantage available to them.
How To Actually Do This Right?
The good news is that using AI safely isn’t complicated. It just requires being deliberate instead of drifting into it. A few principles cover most of it. You wouldn’t just go into the Sahara Desert without a guide would you? Let CEG be your guide, we’re here to make sure you don’t go wandering off into the lion’s den.
It’s important to decide what tools your company actually uses and say it out loud. The worst position to be in is “shadow AI,” where half your staff are quietly using a dozen different apps you’ve never vetted. Pick the tools that make sense, make sure they have real business-grade privacy terms rather than consumer ones, and let everyone know what’s approved. Clarity kills a lot of risk on its own.
Write down what should never go into an AI tool. Customer financial data, health information, anything covered by a confidentiality agreement, credentials, and passwords. Keep the list short enough that people actually remember it. Most data leaks aren’t malicious; they’re just someone not realizing that this particular thing shouldn’t be pasted into that particular box.
Keep a human in the loop on anything that matters. I said it above and it’s worth repeating because it’s the single most important habit. The AI is your first draft, your research assistant, your extra set of hands. It is not your final signature.
Train your people, not just once but as an ongoing thing. The tools change monthly. A thirty-minute conversation about what’s safe and what’s not, refreshed a couple of times a year, prevents the vast majority of problems. At CEG we give our partners a roadmap to navigate all of their IT and arguably most importantly their cyber security climate.
And finally, treat AI security as part of your overall security, not a separate hobby. The same layered defenses that protect you from ransomware and phishing are what protect you in an AI-heavy world. If your foundation is solid, adding AI to the mix is exciting rather than terrifying.
The Honest Bottom Line
I’m not going to tell you AI-driven software is risk-free, because that would be a lie. But there are real hazards, and the businesses that get burned are almost always the ones who rushed in without a plan or ignored the whole thing until it bit them. I always say those who fail to plan, plan to fail. Don’t think your company is immune from cyber breaches, not one company is.
But here’s the truth, underneath the truth, the risk of using AI carelessly is real, and the risk of ignoring AI entirely is bigger. Your competitors are figuring this out. Your customers increasingly expect the speed and responsiveness it enables. Sitting it out isn’t a safe choice; it’s just a slower way of falling behind.
The sweet spot is exactly where that mix of excitement and caution lives. Lean in but do it with your eyes open. Adopt the tools, set the guardrails, keep the humans in charge, and lock down your data like it matters, because it does. Do that, and AI stops being the thing that keeps you up at night and becomes the thing that lets you finally get some sleep, knowing the busy work is handled and your business is moving faster than it ever could before.
That’s the whole game, not fear, not blind faith, just clear eyes and a good plan. And if figuring out that plan feels like one more thing on an already full plate, you don’t have to sort it out alone. At CEG, we help businesses across Northern California put AI to work safely using the right tools, the right guardrails, and a security foundation that lets you move fast without looking over your shoulder. If you’d like to talk through what that looks like for your company, we’re right here in the neighborhood and happy to have a real conversation.