There are two ways to read the headline number from Goldman Sachs’s latest small business survey, and the difference between them is the whole story.
The optimistic read: 76% of small businesses now say they use artificial intelligence. The sobering read: only 14% say they have fully integrated AI into their core operations. A new survey of 1,256 participants in the Goldman Sachs 10,000 Small Businesses program — conducted by Babson College and David Binder Research — lands squarely on that gap. Most small businesses have AI in the building. Very few have it running the business.
Adoption is not integration
It’s worth being precise about what “76%” actually means, because it’s easy to over-celebrate. Using AI, for most owners, looks like an occasional ChatGPT session, a drafted email, a logo idea, a research question answered faster. That’s real, and the survey backs up the value: among AI users, 93% report a positive impact on their business, and 84% point to increased efficiency and productivity as the main benefit.
But “I use AI sometimes” and “AI is integrated into how my company operates” are different maturity stages. The first is a tool you reach for. The second is a workflow you depend on — AI embedded in how invoices get chased, how customer questions get triaged, how the books get closed, how leads get followed up. Only one in seven small businesses has reached that second stage. The other 62% who use AI are, in effect, idling in first gear.
Why the gap exists
The survey doesn’t leave the reasons to guesswork. Among small businesses using AI, the most common obstacles were concerns about data privacy and security (50%), a lack of technical expertise (49%), and difficulty choosing the right AI tools (48%).
Notice what’s not on that list: cost, or doubt that AI works. Owners aren’t stuck because they think AI is useless or unaffordable. They’re stuck on confidence and clarity — is this safe with my customer data, do I know enough to set it up properly, and which of the forty tools claiming to do this should I actually pick? Those are solvable problems, but they’re not solved by buying another subscription. They’re solved by knowledge.
That’s why the most actionable finding in the survey is the one about demand: more than 70% of respondents said they would benefit from more training and implementation resources. Small business owners aren’t asking for more AI products. They’re asking for help crossing the gap from dabbling to operating. Eighty-five percent said they support the AI for Main Street Act, the federal effort to route AI training and outreach through the SBA and Small Business Development Centers — a clear signal of where owners think the missing piece is.
What an operator should do with this
The practical takeaway is not “adopt more AI.” It’s “integrate the AI you’ve already adopted.” A few concrete moves close the gap the survey describes.
Pick one core workflow — not a side experiment, but something that happens every week and costs you real hours. Invoicing follow-up, customer inquiry triage, and content scheduling are common starting points. Move that one workflow from “I sometimes use AI for this” to “AI runs the first draft of this every time, and I approve it.” One fully integrated workflow beats ten occasional ones.
Address the privacy concern head-on rather than letting it quietly stall you. Read what your AI vendor does with your inputs, keep customer financial and personal data out of consumer-grade tools unless the terms explicitly permit it, and write a one-page internal rule for your team on what can and can’t be pasted into an AI tool. That document is cheap and it removes the single most cited barrier.
Treat tool selection as a time-boxed decision, not an open research project. Difficulty choosing is the third barrier for a reason — owners research forever and integrate nothing. Give yourself two weeks, trial two options for your one chosen workflow, and commit. The cost of a slightly suboptimal tool is far lower than the cost of another quarter spent deciding.
Putting it into practice
The survey’s clearest message is that the bottleneck is training, not technology — owners want help turning AI from a gadget into infrastructure. That’s exactly the gap LevelUpLabs.co is designed to close: a membership for entrepreneurs who want working AI income systems, with step-by-step video training, prompt libraries, implementation checklists, and partner discounts on vetted tools. It’s built for the 62% who use AI but haven’t yet wired it in — a structured path from “I tried it” to “it runs.”
Bottom line
The Goldman Sachs survey shows small business AI adoption is nearly universal and AI integration is still rare. The businesses that pull ahead over the next year won’t be the ones that use AI — almost everyone does. They’ll be the ones that picked a core workflow, handled the privacy and tool-choice questions like adults, and actually moved into the 14%.
Sources:
- Goldman Sachs — Survey: Small Businesses Embrace AI — But Need Training and Support to Fully Harness It (2026)
- Goldman Sachs 10,000 Small Businesses — Technology & Innovation Survey (2026)
- Fortune — Fewer than 1 in 5 small businesses are good at actually integrating AI