A Tale of Two Systems
Published by Sam Hardin | Bright Pivot LLC
People often ask me what I actually do. "AI automation" or “intelligent systems” don't mean much until you see them running. So instead of explaining it, here's a story.
Meet Crescent City Towing. Four people on the board for overnight business: Dana, who owns it, and three drivers, Marcus, Tyrell, and Beau. Same company, same night, two different systems.
2:14 AM, The Old Way
The phone rings at the dispatch desk. Nobody's there, so it rolls to Marcus's cell since he's the one who agreed to take overnight calls this month. He's in his truck parked outside a gas station, half asleep.
The caller is stranded on I-10, hazards flashing, three lanes of traffic screaming past her in the dark. She's scared and she's talking fast. Marcus grabs a pen and writes what he can on the back of a receipt: mile marker, plate number, and a callback number he's only mostly sure he got right.
He calls Tyrell, the closest driver. No answer. He tries again. Nothing. He checks the group text to see who's on call this week, but nobody updated it since last month, so he's guessing. He calls Beau instead, who's actually forty minutes further out than Tyrell would have been, but at least he picks up.
Beau doesn't have the address, just what Marcus scribbled down and repeated over the phone. He starts driving, calls the customer directly to get better directions, and she has to explain everything a second time, more rattled than before.
Twenty minutes in, Dana's phone rings. Marcus, apologetic, explaining he's got a stranded customer and isn't sure Beau's going to make good time and should he wake up Tyrell too, just in case. Dana, groggy, tells him to give Beau a few more minutes and call back if it gets worse. She lies there afterward, unable to fall back asleep, waiting to see if her phone rings again.
Beau arrives 52 minutes after the original call. The customer is sweaty, badly shaken, and has already left a review on her phone while she waited: one star, "took almost an hour and nobody could tell me anything."
Back at the shop the next morning, nobody remembers to log the call properly and it turns out Marcus was calling the wrong Tyrell. The invoice goes out four days later. The insurance company that's supposed to reimburse the customer needs documentation Beau never thought to write down. Dana spends an hour hunting down a receipt with barely legible handwriting on the back, trying to reconstruct what actually happened. Good thing Marcus wrote it on the receipt that he turned in for topping off his tank.
2:14 AM, With Intelligent Systems
The phone rings. Instead of a groggy driver, the customer gets a personable AI intake manager that speaks and interacts with her. It takes her information, asks for anything she left out and enters it all into a system that immediately texts her back, "We've got your location, help is on the way, here's your driver's name and ETA." There’s a link to a live map of the truck approaching before she's even finished catching her breath.
The system already knows who's on call this week, because the schedule lives in one place, not a group text nobody updates. It knows where every driver's truck currently is, because each one carries a GPS tag. It matches the closest available driver automatically, which turns out to be Tyrell, six minutes away, not Beau.
Tyrell's phone buzzes with the job already filled in: location, vehicle details, customer name and phone number, and a map link to the exact spot on the highway. There’s also a confirmation button asking if he’s able to accept the job. If he doesn’t confirm in 3 minutes, the same alert goes to the next closest driver, the customer is notified of the new ETA, and Dana gets a text that Tyrell isn’t responding.
But he’s up and available so he confirms. He doesn't need to call anyone for directions. He's moving within ninety seconds of the alert.
Dana's phone doesn't ring. The system only escalates to her for two reasons: something genuinely needs a judgment call, or she's asked for a morning summary. Neither applies tonight. She's asleep, and she stays asleep.
Tyrell arrives 11 minutes after the original call. The customer's already seen his ETA counting down the whole time, so instead of panic she's just relieved when he pulls up. While he's hooking up her car, he snaps two photos on his phone, standard procedure that the system prompts him for, and she signs for the tow directly on his phone screen.
By the time Tyrell pulls out of the shop where the car was dropped, the invoice has already gone out automatically, the photos and signature are attached, and the paperwork the insurance company will eventually ask for is sitting in a folder, done before anyone has to think about it.
The next morning, Dana opens an overnight summary over coffee. It lists calls handled, invoices created, maintenance requests and driver issues, all with links for more detail. She didn't lie awake wondering. She didn't have to fix anything immediately after getting out of bed at 5 AM. And she didn’t have to call in a driver just getting off of a 10 hour shift. It’s all in front of her already.
What Actually Changed
The difference between those two nights isn't the people or the situation What changed is that a string of tasks that used to depend on someone remembering, someone being awake, or someone guessing correctly, got handled by a system built to do exactly that, every time, without needing anyone to be at their best at 2 in the morning.
The system didn't replace Dana's judgment. It just stopped needing her judgment for things that it already knew, who's on call, who's closest, what the customer needs to hear right now. It saved her judgment, and her sleep, for the moments that actually needed her.
That's the whole idea, in one night. Not a fancier version of towing. The same company, doing the same job, with the parts that used to depend on memory and luck running in the background instead.
If you've ever had a night like the first one, and the paperwork hangover waiting for you days later, you know the value of a system that works for you, not against you. A customer who felt forgotten, or a phone call that pulled you out of bed for something that didn't actually need you, probably aren’t signs that you need better people. They’re signs that the systems around your people need to catch up to what’s possible today. That’s what I do.
Sam Hardin is the founder of Bright Pivot LLC, an AI automation and operations consultancy based in Covington, Louisiana. Bright Pivot helps small and medium businesses on the North Shore automate the routine and augment the rest.
Have questions about what this means for your business? I'd love to talk it through. Book a time on my Calendly, or reach me directly at sam@bright-pivot.com.
