A few years ago, if you had told most business owners they’d eventually use artificial intelligence as part of their daily workflow, many would have laughed you right out of the room.

Today, the conversation is very different. Some businesses have embraced it enthusiastically, others have adopted it cautiously, and some have downright banned it entirely. What's interesting is that they're all reacting to the same technology.

The difference isn't about the tool.
It's about trust.

Recently, I came across an article from Perplexity called The Data Center Moves to Your Machine. The article explores a future where more AI processing happens locally rather than relying solely on remote data centers. Whether that future unfolds exactly as predicted remains to be seen, but what interested me wasn't the technology itself. It was what that shift might mean for businesses.

For many organizations, the biggest obstacle to adopting AI hasn't been capability. Most people can already see the potential. The challenge has been uncertainty. Where is the information going? Who can access it? What happens after a document is uploaded? What information should employees be allowed to input and extract with these tools? Those questions are valid and have created understandable hesitation.

In many organizations, AI policies appeared almost overnight. I’ve worked with businesses that wholeheartedly embraced the technology, others that completely restricted it, and some that landed somewhere in the middle, trying to balance innovation with risk. I personally think all of these reactions make sense and none of them are inherently wrong.

Businesses are responsible for protecting their own information, as well as their customers' information. Financial data, intellectual property, contracts, and countless other sensitive records need to be protected. Being cautious isn't unreasonable.

At the same time, it's hard to ignore the benefits people are experiencing with these tools. Business owners are using AI to brainstorm ideas, draft communications, summarize meetings, organize information, and automate repetitive tasks. Employees are finding ways to eliminate busy work and spend more time on work that actually matters. Plus, come on, there’s also a level of fun involved, too (I can’t be the only one that thinks that… right?)

The productivity appeal is obvious. People aren't looking for shortcuts, they’re looking for relief. Relief from repetitive tasks and information overload. Relief from spending a ton of time on work that adds little value. That's why I find this trend so interesting.

If businesses become more confident that their information remains protected and under their control, could that change the conversation? Would organizations become more willing to experiment? Could employees feel more comfortable using these tools as part of their everyday work? I believe the answer is yes.

Not because the technology suddenly becomes smarter or businesses suddenly become less cautious, but because trust changes behavior.

We've seen this happen before. I remember when sending everything to the cloud was scary and faced resistance. Remember before COVID when remote work was nearly unheard of for many companies? Or even earlier, when online banking was considered one of the riskiest things we could ever do?

In each case, the technology itself was only part of the story. The bigger challenge was helping people feel safe and comfortable enough to use it. AI may be following a similar path.

I know technology alone doesn't solve business problems. A poorly organized business won't magically become organized because it adopts AI. Disorganized files, undocumented processes, unclear expectations, and inconsistent workflows will still create challenges regardless of the tools being used, but for businesses that already have strong foundations, these tools have the potential to remove friction, reduce repetitive work, and make information easier to use.

If you know me, you know I’m all about reducing friction. It’s basically the foundation of Compass & Main, and it's exactly why I keep paying attention to conversations like this.

Technology won’t solve everything and not every shiny new trend deserves immediate adoption, but every so often, a new tool (or revolution) comes along that significantly changes how people work.

The most interesting question isn't whether AI is capable. It's what happens when businesses stop being afraid of it.

Sources & Inspiration

This Field Note was inspired by Perplexity's article, The Data Center Moves to Your Machine, and broader industry discussions surrounding AI adoption, trust, privacy, and local processing.

Perplexity: https://www.perplexity.ai/hub/blog/the-data-center-moves-to-your-machine ‍