74% of SMBs that tried AI agents are already more productive. The secret wasn't the software: it was daring to try it

The Upwork Research Institute's State of AI Within SMBs study (June 2026, 195 SMB leaders) found that 74% of SMBs that adopted AI agents report productivity gains, and 62% already trust those agents with high-stakes tasks. What holds the rest back? Not the technology: 49% worry about their data and 24% can't see the ROI clearly. In other words, fear of trying. Entrepreneurs who test systems win first, but a 14-day trial on a generic template proves nothing: productivity is measured with your real process, your real data and weeks of operation. That's why the 2-month trial with software built for your process exists.

Those who try first win first

There is a type of entrepreneur who gains ground on everyone else without a bigger budget: the one who enjoys technology and dares to try new systems. The Upwork Research Institute measured it in June 2026 with 195 leaders of SMBs with 10 to 99 employees: 74% of those that adopted AI agents report organizational productivity gains, 62% already say they are highly confident delegating high-stakes tasks to those agents, and for 32% they are mission-critical to strategy (Upwork Research Institute, 2026). And these are not lab experiments: 41% pilot them in decision support, 36% in information retrieval and 34% in workflow automation. The pattern repeats in every technology wave: early testers capture the advantage while everyone else keeps debating.

What holds the rest back isn't the technology: it's the fear of trying

The same study reveals why the other half never starts: 49% worry about the privacy and security of their data, and 24% can't see the return on investment clearly (Upwork Research Institute, 2026). Neither objection is about the technology itself; both are about the risk of trying it. And the standard software market feeds that fear: it offers you a 14- or 30-day trial on a generic template, with sample data, where your process has to bend to the software and not the other way around. When the trial expires without measurable results, the conclusion you draw is the wrong one: 'this doesn't work for my business'. What didn't work was the trial.

Why a 30-minute demo proves nothing

Productivity doesn't show up in a presentation: it shows up when the system runs your real process, with your real data, for weeks. If your team spends 20 hours a week today on quotes, inventory or reconciliations, the only test that counts is measuring those hours before and after. Generic software can't give you that proof in 14 days, because first you'd have to twist your operation to fit its screens. Custom-built software gives it naturally: since every feature exists because your process needs it, the interface is easy, nobody has to relearn their job, and the saved hours appear exactly where you already knew it hurt.

How early adopters test: 4 steps

If you enjoy technology and want to test like those already in the 74%, the method is simple. One: pick a single painful process, the one that eats the most hours or produces the most errors. Two: measure the baseline, how many weekly hours and how many errors it costs you today. Three: run the new system with real data for 4 to 8 weeks, without switching off the old process until you trust it. Four: compare the numbers and decide. That method needs time and software that fits your process, and that's why at TMS we offer a 2-month free trial with software built only for your company: easy interface, features aligned with your business and measurable numbers before you pay. If you try it, we're confident you'll stay. Request your trial and become the entrepreneur who tested first.