IRONBACK Launches AI Staffing Firm for Specialty Trade Companies
MIAMI - March 4, 2026 - IRONBACK launched today as an AI operations staffing firm that embeds trained AI specialists inside specialty trade contractors with 25 to 150 employees. The company targets businesses with $5 million to $25 million in revenue whose office staff, dispatchers and estimators spend a third or more of their time on manual work that AI can handle.
Each specialist costs $3,500 to $5,500 per month. They join a client’s Slack, learn the team by name, and start building — voice agents that take after-hours calls off the dispatcher, estimating tools that cut bid turnaround from five days to two, digital forms that eliminate clipboard-to-computer data re-entry. The specialist builds the tools, runs them daily, and keeps deploying new ones as the company grows. IRONBACK recruits, trains and manages the specialist.
The problems scale with headcount. A 35-employee fire sprinkler contractor paying two office admins $86,000 a year combined has those admins spending 40 percent of their week re-entering inspection data from paper forms. A compressed air shop with two estimators at $190,000 combined payroll loses half their time to manual takeoffs and quote assembly. A steam boiler company running 20 technicians across a metro area wastes $100,000 a year in preventable no-shows and inefficient routing.
IRONBACK’s entry point is a $7,500 AI Operations Assessment. Over two weeks, the company maps every workflow and measures the savings against the client’s actual payroll and operational costs. If the assessment does not find at least $50,000 in annual cost reduction and recovered revenue, the fee is refunded.
Contractors who have adopted AI tools are already posting results. Aire Serv jumped from 58 to 208 after-hours bookings per month after replacing its live answering service with an AI voice agent, according to Avoca AI. Top Flight Electric raised its booking rate from 10 percent to 70 percent and added $170,000 in annual revenue. On the estimating side, a Minnesota HVAC subcontractor doubled revenue from $6 million to $12 million after switching to AI-powered takeoff software, cutting bid turnaround from five days to two, according to Beam AI. A 2025 ServiceTitan survey of more than 1,000 contractors found 46 percent already using or testing AI, with 74 percent citing increased efficiency.
“Every AI consultancy I talked to sold the same thing: a report, a software license, or a project that ends in 90 days,” said Andrew Swiler, founder of IRONBACK. “Nobody offered to put a trained specialist inside the business to build and run the systems long-term. These companies don’t need another dashboard. They need someone who makes their existing team 30 percent more productive without adding headcount.”
IRONBACK targets 15 specialty trade niches including fire sprinkler inspection, commercial fire suppression, industrial compressed air service, commercial steam boiler maintenance, biohazard cleanup, standby generator service and mobile hydraulic cylinder repair. Average job tickets in these trades range from $5,500 to $82,500.
Contractors can book an AI Operations Assessment at ironback.ai.
About IRONBACK
IRONBACK is an AI operations staffing firm for specialty trade contractors with 25 to 150 employees. The company embeds trained AI specialists who build and manage AI systems that make existing teams more productive without adding headcount. Learn more at ironback.ai.
Media Contact:
Andrew Swiler, Founder
IRONBACK
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