← Field Notes
·3 April 2026·4 min read

Most Trade Contractors Say AI Matters. Only 12% Have Embedded It.

ServiceTitan’s survey of 1,000+ contractors finds training gaps and fragmented systems — not cost — are keeping 88% from embedding AI into operations.

Seventy-two per cent of trade contractors — HVAC, plumbing, electrical, and other service trades — say AI is already relevant to their business. That’s from ServiceTitan’s 2026 State of AI in the Trades report, based on a survey of more than 1,000 contractors across residential and commercial operations. Sixty-six per cent expect AI to meaningfully transform the trades within one to three years.

But only 12% have fully embedded AI into how they operate. The rest are experimenting with standalone tools, using the occasional ChatGPT prompt, or simply acknowledging that AI matters while doing nothing about it.

That 60-point gap between “this is relevant” and “we’ve actually embedded it” is where the opportunity lives — and where the money is being left on the table.

Among contractors already using AI tools, the results are concrete. Two-thirds report saving more than three hours per week. Seventy-four per cent cite increased efficiency and productivity as the primary benefit. The most common applications are cost estimation and bid management — the back-office work that eats the day before a technician picks up a tool.

Three hours a week per person doesn’t sound dramatic. Scale it. A 10-person trade operation saving three hours per person per week recovers 1,560 hours a year. At a loaded rate of $80 per hour — typical for Australian trades — that’s $125,000 in productive capacity currently lost to admin. We’ve written before about the cost of drive time in trades businesses — this is the same operations throughput problem playing out in the office, not just on the road.

3+ hrs

Saved per person per week

Two-thirds of AI-using contractors

74%

Cite efficiency as top benefit

ServiceTitan, 2026

$125K

Capacity recovered annually

10-person team at AU loaded rates

Here’s what should change the conversation for any trade business owner considering AI. The report asked what’s holding contractors back. The top answers weren’t cost, scepticism, or lack of available tools. They were training (44%) and integration complexity (44%). Nearly half of contractors say they can’t adopt AI because their team doesn’t know how to use it, or because their systems don’t connect.

Thirty-eight per cent said they don’t understand how to use the tools. Thirty-seven per cent said they lack clear ROI or use cases.

This pattern mirrors what Deloitte found across all Australian SMBs — that 95% of businesses using AI haven’t reached “fully enabled” maturity, held back by the same three things: strategy, connected data, and capability.

The integration problem is especially acute in the trades. The typical operation runs job management, quoting, accounting, CRM, and scheduling across three to five platforms that don’t share data. Fifty-nine per cent of contractors in the ServiceTitan survey use AI through features already built into their existing software — route optimisation, smart scheduling, automated dispatching. But if those systems are islands, the AI in each one is working with incomplete information.

ServiceTitan’s separate commercial contractor report adds urgency: 71% of commercial contractors now report rising wages, up from 55% in 2025. Labour is getting more expensive. The businesses that use AI to recover even a few hours of productive capacity per person per week are offsetting cost pressures that everyone else is absorbing.

Top barriers to AI adoption among contractors

Source: ServiceTitan, 2026 State of AI in the Trades

Lack of training / skilled staff
44%
Integration complexity
44%
Difficulty understanding tools
38%
Lack of clear ROI / use cases
37%

Three steps. First, audit what you’re already paying for. Most modern job management platforms — ServiceTitan, Simpro, ServiceM8, Fergus — have AI features built in. Before you buy anything new, check what’s already there and whether anyone on your team has switched it on.

Second, nominate one person to own capability. Not a full-time role. Two hours a week learning what the tools do and showing the rest of the team. The 44% training barrier doesn’t get solved by vendor demos. It gets solved by someone inside the business who understands the tools well enough to call out what’s useful and what’s noise.

Third, map your systems. Write down every platform your operation runs on and whether they share data. If you’ve got four systems that don’t talk to each other, that’s your first bottleneck — and worth solving whether or not you’re pursuing AI. If you’re in Australia, the government’s AI Adopt Centres offer free specialist training and one-on-one consultations for eligible SMEs — taxpayer-funded capability-building designed for exactly this gap.

Key takeaways

72% of trade contractors say AI is relevant, but only 12% have fully embedded it into operations (ServiceTitan, 2026).
Contractors using AI save 3+ hours per week — worth ~$125,000 per year in recovered capacity for a 10-person team at Australian loaded rates.
The top barriers are training (44%) and integration complexity (44%) — not cost or scepticism.
Most contractors use AI through features already in their existing software. Check what you’re paying for before buying new tools.

Sources

ServiceTitan — 2026 State of AI in the Trades

ServiceTitan — 2026 Commercial Specialty Contractor Industry Report

Assumptions & methodology
  1. ServiceTitan’s 2026 State of AI in the Trades report surveyed more than 1,000 contractors across HVAC, plumbing, electrical, and other service trades. The survey was conducted by Thrive Analytics from 23 October to 12 November 2025. All adoption, barrier, and benefit percentages are from this report unless otherwise noted.
  2. The $125,000 capacity figure assumes 10 technicians × 3 hours/week × 52 weeks × $80/hr loaded rate. The $80/hr loaded rate is a CoterieLabs estimate for Australian trades businesses (see the drive time article for methodology). Actual savings depend on which hours are recovered and whether they convert to billable work.
  3. The 17% → 38% commercial adoption figure and 71% rising wages statistic are from ServiceTitan’s separate 2026 Commercial Specialty Contractor Industry Report, which surveyed 1,000+ commercial construction leaders.
  4. Both ServiceTitan reports are US-based surveys. Australian figures may differ, but the dynamics — rising labour costs, fragmented systems, capability gaps — are comparable across developed markets with similar trade structures.

Next

Most Australian SMEs Use AI Now. Only 5% Get Real Value From It.

Read →

Field Notes are general commentary on AI trends for Australian businesses. They don’t constitute professional advice. Talk to your accountant, lawyer, or IT adviser before acting on anything specific to your situation — or talk to us if you want help working out where AI fits.

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