Written by Jim Miller, Founder of Bellalu AI
Adoption is wide, but depth is thin
The number you see depends on the question. A Bluevine survey of 942 U.S. owners, fielded in April 2026, found 74% use or test AI tools.1 Before you use that figure as a yardstick for your own shop, check what was counted, and whether "use" means daily work or a single trial.
Owners who use AI tend to like the results. In Goldman Sachs' 10,000 Small Businesses Voices survey of 1,256 owners, fielded January 27 to February 4, 2026, 93% of AI users reported a positive impact.2 The same survey found a much smaller group, 14% of owners, had woven AI into the core of how their companies run.2
| Small business AI: use versus depth, 2026 | |
|---|---|
| Bluevine: use or test AI, Apr 2026 | 74% |
| Goldman: AI users saw benefit | 93% |
| Goldman: fully in core operations | 14% |
Figures show potential opportunity, not guaranteed results.
Read that chart as a warning, not a verdict. The benefit shows up for people who actually use the tools. The harder job is making AI a routine part of how the business runs.
Trades are early too
Contractors look similar. Among residential contractors, 25% are using AI tools now, according to ServiceTitan's 2026 Residential State of the Trades report as PipelineOn describes it.3 That leaves room to catch up, and it also means a real risk of buying software that nobody in the office or the truck will touch.
Training shows up as the gap. When Goldman Sachs asked what would help, 73% pointed to more training and resources.2 Software alone does not close that gap.
Where readiness actually shows up
Going past simple automation takes clean, structured data and in-house expertise. ECI Solutions' AI readiness report notes that many small firms are short on both.4 In my experience, a service business is ready when three things are true:
- You can name one workflow that leaks money or time, such as missed calls, slow follow-ups, or estimates that sit unsent.
- Your job history, customer contacts, and pricing live somewhere you can actually pull from, not spread across three phones and a shoebox.
- One person owns the tool and checks its output every week.
Budget for training along with the software. A tool nobody has been shown how to use is just a monthly bill. Start small enough that one person can check the results without calling a meeting.
When "too soon" is the right answer
If your records are scattered and nobody owns the phones or the schedule, it is probably too soon for anything beyond a basic tool. Clean up the data and sort out who handles what first. If one workflow is clearly painful and one person is willing to own the fix, you are not too early. Waiting for perfect records is its own trap, so clean up only the records that one workflow needs.
If you want a plain read on where your shop stands, talk with Bellalu about an AI Business Audit at https://www.getbellalu.com/audit. We will look at your workflows, your records, and your team, and tell you honestly whether now is the right time to start and where to begin.
Sources
- LaunchReady, summarizing Bluevine: Small Businesses Use AI More but Still Don't Trust It
- Goldman Sachs: Survey: Small Businesses Embrace AI — But Need Training and Support to Fully Harness It
- PipelineOn: AI Tools for HVAC and Plumbing: Uses, Costs, and Adoption
- ECI Solutions: AI Readiness Report for SMBs