Joseph Gee has a simple test for every decision he makes at Gee! Heating and Air in Gainesville, Ga.
"You book them, you assign them, you sell them, you install it, and you collect it," he says. "That's what we do every day. Just figure out how to do that faster than everybody.
"If it's not helping you book it, it's not helping you assign it, it's not helping you sell it, it's not helping you install it, it's not helping you collect it — then don't do it."
By that measure, building the right foundation for automation is the most important thing a contractor can do. Every automation a contractor builds will only be as effective as the underlying data — the backbone upon which the business is built. In a world of AI and automation, that becomes garbage in, garbage out on steroids.
But here's where most contractors get stuck: they know they need to build the foundation, they just don't know where to start.
Start with what the data tells you
Lawrence Riley's answer to that question is TitanAdvisor in ServiceTitan.
The Northern Nevada contractor who built his shop into an AI-powered operation in 2025 — 19% revenue growth, a 75% increase in call booking rate, no dispatcher, zero manually answered inbound calls — says TitanAdvisor was the roadmap that made all of it possible.
Built into ServiceTitan's core product, TitanAdvisor functions as a personalized business consultant, scanning a contractor's account every night, identifying which features are being used and which aren't, and pointing them toward the actions most likely to drive growth. It's not a checklist. It's a prioritized path, one built on data science that links specific platform behaviors to real business outcomes such as revenue growth, booking rates, and average ticket.
"TitanAdvisor provides a clear, data-packed path to success," says Ally Hoehn-Saric, ServiceTitan's senior product manager for TitanAdvisor. "It's a tailored system that filters out the noise and points you directly to which features will have the most impact on your business."
For Riley, it's also a daily gauge of how ready his business is to run the automations that power his results.
"A lot of these cool products won't work without your core ServiceTitan setup," he says. "TitanAdvisor is a great way to get that dialed in. It gets you started and takes you all the way from A to Z."
His advice to contractors who don't know where to start: Follow the roadmap, one step at a time.
"Do one step at a time, and all of a sudden, you'll be there," Riley says.
The basics: Skills, job types, arrival windows, and more
Adam Cronenberg, COO and partner at Besser Garage Doors and Element Mist, knows what happens when contractors skip that foundational work and jump straight to the advanced tools.
"Dispatch Pro is one of those things where you want to make sure your core product setup is done correctly," he says. "That core setup is key, and you start to see those pain points exacerbated when you add on a powerful tool like Dispatch Pro and you start to dig in and go, 'Why is it not doing what we expect it to do?'
"And it's like, 'Oh, I never really understood technician skills and how to use it, or job type setup, or business units — even the zones within business units — and hours. It's a powerful tool, but it's based on everything being set up properly if you want to run it optimally.'"
Vincent Payen, ServiceTitan's senior vice president of product, sees it constantly.
"We dig in and realize, 'Well actually, you have way too many job types and your capacity is not set up,'" Payen says. "Weirdly, it's been one of the benefits of Dispatch Pro for people who don't give up, because it forces a health check of their very basic ServiceTitan setup, which is incredibly valuable."
That health check — accurate job types and tags when booking calls, verified service location and technician addresses for routing, zones assigned to technicians based on coverage area, technician shifts and arrival windows defined, skills assigned for precise job matching — is the digital nervous system of a contracting business. It automates communication, provides operational guardrails, and enables data-driven decisions. Without it, even the most sophisticated AI tools are working blind.
Scheduled reports power informed decisions
Good reporting gives contractors real-time visibility into the numbers that matter — company profits, team productivity, specific areas that need work. For most shops, the hard part isn't the data. It's knowing which data to track and making sure the right people see it at the right time.
"In ServiceTitan, you can schedule these reports to come to your inbox, so you don't have to remember to log into the system to run the report," Cronenberg says. "You can say, 'Hey, I'd like to look at this once a week. Please send it to me or my team at this time, on this date, for this set of data.' You can kind of set it and forget it."
Contractors can choose from pre-built report templates or build their own, scheduled at whatever cadence works — daily, weekly, monthly — and sent to specific business units, job titles, or individuals. Some contractors even automate timesheet reports directly to their payroll provider.
"Your ServiceTitan account creates a lot of data, so make sure you take action on it," says ServiceTitan's Joel Pachefsky. "Give people the information they absolutely need to do their job."
One of the most-used pre-built reports is the Daily Huddle Report, a snapshot of the day's performance that many owners review each night.
"What happened across my business today? How are we trending? What's our pace?" Cronenberg says. "It's a great snapshot."
ServiceTitan also allows for a custom dashboard where an individual's reports populate automatically on login.
"We're able to just see it populate on that screen for you, and you don't have to think about it anymore until you're actually going to look at that data," says ServiceTitan's Brittany Burgess.
At Mattioni Plumbing, Heating, and Cooling, Dan Lizette runs automated reports in several directions at once — service managers getting previous-day recall summaries, call center staff seeing how CSRs categorized unbooked calls, inside sales reps receiving weekly performance reports used to calculate their compensation.
"There's really an endless list of reports that we end up getting automated and that are delivered directly," says Lizette, the director of process improvement. "We're able to see through the inbox all kinds of things, from call volumes to individual staff performance to broader views of the company, in general."
Tags identify sales opportunities (and even cats)
Tags are customizable labels applied to customers, jobs, or equipment to categorize and surface important details quickly. In the hands of a contractor who uses them well, they become one of the most powerful tools on the dispatch board.
Gee's Georgia HVAC company uses tags to prioritize jobs by the age of a customer's system. His call center staff asks about system age on every call, and any system five years or older gets a special tag — what Gee calls the "strike zone," where replacement opportunities and revenue potential are highest.
"When they see their board full of opportunities with five-plus-year-old units, they know their tickets are going to be higher," Gee says. "They know their conversion rates are going to be higher. They'd rather run those calls."
Because the tags are visible across the whole team, dispatchers can assign jobs based on opportunity, and a manager can position themselves behind the scenes before the technician even arrives.
"We don't book for location; we assign based on profit," Gee says. "We're going to send the best tech who's the best flipper along with the best supervisor behind them to flip that system. And because we're able to see it in real time on our board, we've already got the supervisor waiting in the cul-de-sac before the service tech even shows up.
"So we're able to flip and sell the unit right there. Because we already knew about this call. We saw it way ahead, and we already had everybody set up."
Tags can go far beyond sales opportunities. At Intelligent Design Air Conditioning, Plumbing, Solar & Electric in Tucson, software administrator Zachary Kays uses tags to flag elderly customers — critical in a desert market where summer temperatures reach 110 degrees — so those calls get prioritized.
And if a technician is severely allergic to cats? A cat tag on a location and on that technician's skills keeps the wrong tech from being dispatched to a house full of felines.
Gee jokes that you can never have enough tags in ServiceTitan, but you can also have way too many. His rule: If it doesn't help sell the unit, it's probably not worth a tag on the dispatch board.
Tags also sharpen reporting, says Michael Katz, owner of Trio Heating & Air.
"We got so good at tags on reporting that a lot of the communication that we used to have internally with each other, we now have with tags," he says. "There are people pulling reports based off tags. So, depending on the tag, it gives you the stage of where this customer is at and you don't have to communicate."
Alerts: Keeping the right person informed, in real time
Alerts are designed to keep the real-time pulse of a business, notifying the right team members by text or email of important updates related to jobs, customers, or operations.
Gee sets up alerts for every unit sold and every part that needs reordering. The moment something sells, an alert fires automatically to his install coordinator, warehouse coordinator, sales coordinator, and sales manager.
"Everybody starts getting those alerts," he says.
He also set up a trigger to alert his warehouse manager whenever a part is sold. The manager confirms it's in stock and puts it in a bin for the technician.
"For 99% of our installs and service work, our technicians haven't had to go to a supply house in over two years," Gee says. "We have everything waiting for them here. That's one of the reasons we exponentially grew so fast in such a short amount of time, because we just automated everything as much as we could."
Tim Sjobeck, senior program facilitator for ServiceTitan, makes the case that alerts may be the most underused tool in the platform.
"From a sales standpoint, we can set those alerts for viewed online estimates or signed online estimates. That keeps the pulse of the company, and that's such a value," Sjobeck says. "No matter where I am, alerts can keep me informed as a business owner.
"That is probably my biggest pro tip: Utilize alerts throughout your business."
Cronenberg uses alerts and reports together to build workflows. At Besser Garage Doors, an alert fires for any job tagged "door won't close" — often a post-install call caused by something blocking the safety sensors. By prompting the customer to check the sensors first, Besser resolves many of those calls efficiently.
"I don't have to roll a truck out there and block up a time slot," Cronenberg says.
He also uses an exceptions report tied to arrival windows. For jobs with a 7 a.m.-noon window, a report goes to dispatchers at 10 a.m. showing which are still open. The dispatcher reaches out to waiting customers before they get frustrated.
"A lot of times I see companies and dispatchers just scrolling the dispatch board trying to find this information," Cronenberg says. "With the automated alert, tied to a specific report, the information the dispatcher needs is at their fingertips."
Notifications keep customers in the loop — and happy
Customer notifications are table stakes for today's homeowner, the very minimum they need to feel informed and respected through the service process.
Patrick Fee, co-founder and co-owner of Mr. Drain Plumbing in Sacramento, Calif., says notifications are easy to set up and easy to overlook.
"I receive countless calls every week from customers, just thanking me for those small little things," Fee says. "And that's what builds trust. Once you have that trust, you can cash in on the equity of that because the customer feels the value of your service."
The basics — booking confirmation, appointment reminder, dispatch notification with the technician's photo and bio, arrival notification, job completion survey — run automatically once they're configured. ServiceTitan's Sena Sadeghi, senior manager of customer programs, puts it plainly.
"It's really just set it and forget it," he says.
Adaptive Capacity: The engine that powers what comes next
Everything built so far — the job types, the technician skills, the arrival windows, the zones — is preparation for something bigger.
Adaptive Capacity is ServiceTitan's next-generation scheduling engine, and it's where that foundational work starts paying compound interest. It replaces rigid capacity planning with a flexible, rules-based system that reads a contractor's live schedule in real time and makes booking decisions accordingly — reserving a percentage of slots for emergency calls during peak season, protecting time for preventative maintenance during the shoulder months, and expanding or contracting production.
"If you see a heat wave coming in, you may want to throttle down capacity for your tune-ups because you want to make sure you're reserving capacity for the incoming no-cools," says Vahe Kuzoyan, ServiceTitan's president and co-founder. "Similarly, if it's the middle of the dead season and you have an empty schedule, then you may want to dial up your capacity in certain contexts."
The strategic rules go further than that. Richard Kohberger, known in the trades as the "Blue Collar Nerd," describes a common spring scenario: Demand calls for broken air conditioners start coming in while a shop is still finishing its membership maintenance appointments. With Adaptive Capacity, a contractor can reserve the last two slots of each day for demand calls so maintenance gets booked in the morning and emergency work never gets squeezed out.
"We're only booking maintenance in the first half of the day, and we're not missing out on those demand calls," Kohberger says. "That's just one example. The sky's the limit on what you can do with strategic rules."
Contractors can also use Adaptive Capacity to strategically overbook during peak season, knowing overtime, cross-department support, or the natural rhythm of cancellations will absorb the overflow.
"Capacity is one of the biggest reasons why we see companies that just frankly aren't doing well," says Chris Hunter, ServiceTitan principal industry advisor. "It takes a little investment, but it's worth it."
The result, when it's set up correctly, is a scheduling system that essentially runs itself — one that feeds directly into Dispatch Pro, Scheduling Pro, AI Voice Agents, and online booking. When a customer calls, the system already knows which technicians are available, what skills they have, how far they are from the job, and how much capacity is reserved for what type of work. The CSR doesn't have to think about it. Neither does the dispatcher.
That connection extends to ServiceTitan's AI Voice Agents, which run on integrated Adaptive Capacity rules because they're built directly into the platform. Every strategic rule a contractor sets applies automatically when the AI answers the phone. A third-party answering service, no matter how good, can't see those rules. It's booking blind.
"They use all the Adaptive Capacity rules," says Zachary Kays, software administrator at Intelligent Design in Tucson. "Any of the strategic rules that you'll set up, they'll be able to recognize that because the ServiceTitan AI agents are native, built directly in the platform."
One caveat worth noting: Adaptive Capacity rewards the contractors who treat it as a living system, not a one-time setup. Rules need to be revisited and tuned as the business changes.
"The mistakes I see people make are, they'll come in, they'll set all their rules, and they're like, 'OK, it's set,'" Kays says. "And then they get mad when it doesn't work and they don't optimize it and they just shut it off completely. It's a tool that you do need to go in and tweak a little bit."
Riley frames it in terms of what it means for his AI-powered shop: The AI dispatcher reads all of his technicians' skills, their locations, their availability — and with Adaptive Capacity, it knows when to book and which job is highest value without a human having to decide.
"That's why I think it's so important to have all this core stuff set up in ServiceTitan," Riley says. "What a peace of mind for a business."
Adaptive capacity made easy, through Atlas
Getting there, though, has historically been one of the harder parts of the setup. Luke Peluso can tell you exactly how hard.
Peluso oversees technology and business systems at Quality Service Company in South Carolina. A certified Microsoft Cloud engineer who came to the trades from the IT industry, he spent two weeks on Adaptive Capacity — watched a podcast, attended a webinar, met with his customer success manager, mapped it out, worked through trial and error. He broke Scheduling Pro in the process. He was still fine-tuning booking windows weeks in.
Then he spent 30 minutes with Atlas.
Atlas, ServiceTitan's AI sidekick, had recently rolled out the ability to guide contractors through Adaptive Capacity configuration. Within that first conversation, Atlas had built the rules for Peluso.
"Thirty minutes," Peluso says. "And we've made very minimal adjustments to it so far."
The scheduling system now largely runs itself at Quality Service. Peluso describes 30% of bookings flowing through without any human involvement — the AI voice agent takes the call, the job gets scheduled, dispatch confirmation goes out, and no one touches it in between.
"It went from the voice agent to being scheduled to being dispatched without anybody doing anything," he says.
Peluso sees the competitive dimension clearly.
"The companies that are embracing this now," he says, "are going to be the powerhouses of tomorrow."
Building big automations out of little ones
Skills, tags, reports, alerts, notifications — each of these is a siloed automation, useful on its own, making businesses run better in isolation. But they're also something more: building blocks for the kind of full-business automation Payen describes as the dream.
Skills and arrival windows enable automated dispatch and ensure the right technician goes to the right job. Tags identify the best sales opportunities and the house with cats. Notifications keep everyone informed in real time and reduce no-shows. Customer notifications improve experience, drive reviews, and make downstream marketing campaigns convert at a higher rate.
Setting up the right skeletal structure — and letting TitanAdvisor guide the sequence — builds the elements of full-business automation into the bones of a contracting business.
The next step is adding the nervous system.
» Looking for more? After the job: Get paid, manage your reputation covers how contractors automate post-job follow-up, payment collection, and review requests after every completed job.
The full ServiceTitan Automation Playbook is coming soon, a practical guide to end-to-end automation for contractors told by the operators already running it.
Related reading
