The Background
Turning employee feedback into action
LED Lighting Supply is a manufacturer-direct supplier of commercial, industrial, and sports lighting, poles, and fans. Founded in 2008 and based in Nashua, New Hampshire, the company has delivered hundreds of thousands of units to over 26,000 projects. Its customers range from electricians and general contractors running full projects, to facility managers at refineries and manufacturing plants, to athletic directors at sports complexes, stadiums, and pickleball franchises.
The company built its model on a simple idea: buyers get better answers when they partner with the manufacturer directly. Product Specialists build lighting plans, in-stock inventory ships quickly, and speed and service decide who wins. LED Lighting Supply came to HubSpot through Sales Hub, and today its entire go-to-market runs there.
In this market, timing is everything. Contractors and distributors bid on projects with deadlines that fall on the same day or early the next morning, so the supplier who answers first often earns the job. But a promise built on speed is only as strong as the slowest step behind it.
The Challenge
A Bid Due by Morning, a Quote Nobody Sent
Contractors and distributors often reach LED Lighting Supply at the last minute. A project bid is due that afternoon or early the next day, and they need a quote in hand before the window closes. They call the 1-800 number printed across the company's website, and whichever salesperson is free picks up.
That is where the trouble started for Cory Peterson, VP of Marketing and Sales Operations. Say one rep spent 20 or 30 minutes qualifying a new project for a colleague who was on another line. The rep who owned the customer then had to re-listen to the entire recording, because a quick handoff note rarely captured the details that decide a quote: the voltage, the mounting height, the wattage of the existing lights, the project's restrictions. All the while, the customer was, in Cory's words, "figuratively standing in the back waiting for a quote."
The stakes were concrete. A deadline mentioned on the call, like needing something by 4 p.m., could sit unheard in a recording until the end of the day. A built-to-order product that needed special pricing, which can take 24 hours to come back, might leave a customer frustrated before anyone told them. A bid deadline could pass, and a project could be lost.
Running Customer Service for Your Peers
Cory saw the drain in his team's calendar. Every salesperson has a set number of hours a year to sell, and a meaningful portion of them "was being taken up by basically running customer service for their peers." An hour spent on a colleague's call is an hour taken from a rep's own pipeline.
The reps felt it in their livelihoods. Their KPIs and compensation depend on the revenue they drive, and the feedback reached management loud and clear: "I'm just spending time on the phone with other people's customers, and it's not helping me drive my business."
Nothing about the process was automated. "There were no summaries, no actionable insights or data coming out of it," Cory says. The dread was relentless and structural, and the team was losing its "edge against the competition."
Even when it came to customer service triaging issues, call recordings drained valuable follow-up time. Instead of immediately tackling the issue at hand, CSMs were stuck listening to full sales calls to find a needle in the haystack related to the issue at hand. Sometimes a quick find, but more often than not a treasure hunt back over multiple calls.
The Solution
Where the Calls Already Lived
Contractors and distributors want to hear back fast from someone who already knows their project. For LED Lighting Supply, that meant every rep needed the full story of every call without replaying it. In a sales organization that is still flat and growing, a fix that needed a training program would have cost the very hours it was meant to protect.
The answer lived where the team already worked. Calls have always flowed into HubSpot, so there was no question where summaries belonged. Cory's team joined an early beta of HubSpot's AI Call Summaries and turned it on in a few clicks. The entire sales team saw summaries in their accounts right away, with no training and no customer service calls to get set up. It was, Cory says, "really plug and play."
Summaries the Team Won't Work Without
AI Call Summaries condenses each conversation automatically, so the details that decide a quote no longer depend on a colleague's quick notes. The reps trust the summaries so much that they flag the team right away when one fails to generate.
During the beta, Cory's team flagged a few hiccups in the summaries' language to HubSpot's product teams, which helped shape the product. Today, he says, they never run into issues with how the summaries look.
The Transformation
Customers Notice the Callback
The first people to feel the difference sit outside LED Lighting Supply. With less time spent replaying calls, the team returns them faster, and customers say so. Cory now hears, "Oh wow, you called really quickly. You followed up really quick. Oh, thanks for calling me back so soon." He sees what comes next: "We're going to get that bid. We're going to win that project. We're also going to get the next call from them, because they know our attention to detail is really strong."
The numbers back it up. In Q1, the team took about 5,300 sales calls, and AI Call Summaries replaced manual re-listening for every one of them. Annualized, that saves each rep one to two weeks of working time, which they can put toward following up with more customers and closing more deals. Average revenue per salesperson has risen since the team turned the feature on, and Cory credits some of that increase to the added follow-up. The customer service team, which works through warranty claims and product problems, scans summaries instead of hunting through audio and saves roughly 30 to 40 minutes on each issue.
The same commitment to quick, informed follow-up reaches deals the team once wrote off. Marketing runs and A/B tests the company's sequences while sales enrolls the customers, and this year those sequences have earned a 34% reply rate on dead opportunities, all of them people who had already been quoted. That result comes from sequences, a separate tool that sits alongside AI Call Summaries.
From Dread to Dependable
Before, a handoff meant a 30-minute recording, a customer waiting, and a rep watching their own quota slip while they worked on someone else's customer. Now it means a quick read and a confident callback, and the customer no longer waits on a busy colleague to find 20 minutes to listen. The same summaries help a rep prepare for an account they have not touched in months, since a 30-minute call from six months ago can be reviewed in moments. Cory now sees that as an even bigger payoff than the handoff fix.
The confidence reached past the sales floor. The results showed Cory's leadership team and CEO that AI can "really help us drive the business forward."
One Feature Opened the Door
AI Call Summaries was one of the first AI features LED Lighting Supply used, and its success made the team eager to try more. They now experiment with HubSpot's agents and build custom agents of their own in Agent Builder with HubSpot's Breeze Assistant. The Deal Risk Agent monitors large live deals for risks, such as a light fixture finish the company does not stock but could custom build, and alerts management so they can step in. The Lost Deal Agent reviews lost deals each month and surfaces themes for coaching. Together they point toward a full AI-powered go-to-market operation.
As the team grows from 10 account managers, four business development reps and three customer service agents using HubSpot, toward 20 users and beyond, the savings multiply with every new hire. Cory would start here again: "If I were setting up a new Sales Hub today, setting up AI call summaries would be 100% a top ten action to do on day one."
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