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From validating tax research to launching new services and reducing decision fatigue, business leaders are using AI to strengthen human judgment rather than replace it.
Artificial intelligence is changing how business leaders approach everyday decision-making, but its growing role isn’t necessarily about handing decisions over to machines. Across accountancy, design and consulting, businesses are using AI to process information faster, test ideas, expand capabilities and bring greater structure to complex thinking.
The examples from Wallsman Creative, Ethical Design Co. and WJW Consulting point to a common transformation. AI is now treated as a collaborative partner that can handle much of the processing work, while experienced professionals retain responsibility for judgment, context, and strategy.
AI as a Second Opinion
For Erin Walls, Founder and Director of Wallsman Creative, an accountancy firm serving the creative industries, AI has become a practical second opinion. Her team uses tools such as Copilot to validate research directions and sense-check conclusions involving complex tax legislation.
Rather than letting AI replace professional expertise, Walls uses it to speed up work that still depends on human interpretation.
“When a client comes with a question, I can quickly check my referencing by saying to AI, ‘scenario is this, I’m thinking I need to check this.’ It comes back and says, ‘yes, those are the relevant things, or oh yes, but also this.’ It’s a really quick way of checking your direction, and then a nice sense check before you send an answer out.”
That distinction matters particularly in tax, where small differences in language can alter how a situation is interpreted.
“Tax legislation is language, and language is open to interpretation. If I say John was doing this versus this, the input creates a different output, but John isn’t actually doing anything different in all three scenarios. How you present it changes the output, and AI just doesn’t capture that nuance.”
Wallsman Creative has also made AI adoption part of its team learning process. Weekly “knowledge slots” give employees a chance to explore tools, compare results, and understand their limitations.
Walls shared: “We have a session once a week where anything knowledge-wise might be helpful to share with the team; AI just got chucked into the mix. We started with what AI people were using, then ran tax scenarios and compared the results from different models. It’s about opening people’s minds while also pulling them back from over-trusting the output.”
Turning Efficiency Into New Services
At Ethical Design Co., AI’s impact has extended beyond efficiency. For Senior Designer and Co-Director Sonja Meyer, the technology has helped the boutique, nonprofit-focused agency develop capabilities it didn’t previously offer.
The clearest example came when a client requested a product video. AI-assisted workflows enabled the team to transform existing visuals into an animated video far more quickly than traditional production methods would have allowed.
Sonja Meyer, Senior Designer and Co-Director at Ethical Design Co., revealed: “A client wanted a product video, and we don’t traditionally do video. Our tech lead animated all my visuals, something that would take three or four days in After Effects took him half a day. The client thought it was amazing. Now we’ve put on our website that we do animated videos. It’s a service we never offered before, and it’s entirely attributed to AI.”
AI is also changing how clients enter the design process. Rough AI-generated mockups can help clients establish what they want before handing a project to the agency, reducing unnecessary rounds of revisions.
“When clients use AI to mock up what they want roughly, they work out before they’re handed off to us what they actually want on it. It removes the iteration process; instead of going through several rounds of content changes and then design changes, we skip the first bit and get one or two design changes. It makes everything faster,” Meyer added.
Yet she sees clear boundaries around what AI can currently deliver. Professional design still requires people who understand the principles behind the finished work.
“AI can create output, a PDF or a JPEG. But it’s not yet able to translate itself into Adobe Illustrator or InDesign in a good way. If you think about the principles of design, line, shape, color, contrast, hierarchy, AI can do it, but it always needs that human touch at this point.”
Solve the Problem Before Choosing the Tool
For Christina Dove, Founder and Principal of WJW Consulting, the starting point is not AI itself. Her firm works with lower middle market and Main Street businesses, where enthusiasm for AI can sometimes stem from fear of falling behind competitors.
Dove argues that leaders should first identify the business problem, then determine whether AI is the right solution.
According to Christina Dove, “AI is very powerful to help you organize your thoughts. It does not make decisions for us, but it can be that sounding board where we get the information out of our heads and start to organize it systematically. It allows owners to think more clearly, and then the decisions are still theirs to make.”
For busy owner-operators, that ability to organize information can directly affect decision-making. Instead of attempting to manage every thought internally, leaders can use AI to structure competing ideas and create a clearer starting point for action.
Dove also warns against adopting technology simply because competitors are doing so.
“There’s that FOMO; business owners are afraid that if they don’t adopt AI first, their competitors will. But you have to stop first and say, just because the tool’s available doesn’t necessarily mean it’s the right tool. Start with what are we solving, and does that problem actually matter to what we’re trying to accomplish?”
That approach puts measurable business value ahead of appearances. For Dove, the question is ultimately whether AI strengthens the company and improves outcomes for clients.
“It sounds very cool to say that you’re an AI-forward organization. But what’s going to make us last, what strengthens the company, is not always the vanity metrics. What is our ROI on this? Are we trying to look a certain way, or are we doing the right work for our clients?”
Human Expertise Remains the Deciding Factor
Across the three businesses, AI is being applied in different ways, but the underlying lesson is consistent. At Wallsman Creative, it helps professionals validate research and test their thinking. At Ethical Design Co., it has opened the door to a new service while reducing production time. At WJW Consulting, it helps business owners organize complex thoughts and reduce decision fatigue.
The technology, however, does not remove the need for expertise. Instead, its value increases when professionals understand the subject matter well enough to question its output, recognize its limitations, and decide how to use its insights.
As businesses move from AI experimentation toward practical adoption, the strongest results may come from that balance. AI can process, organize, validate, and accelerate. Business leaders still provide the context, judgment, and strategic direction.
The new model is less about AI making decisions for businesses and more about businesses making better decisions with AI, using the technology to amplify expertise rather than replace it.
