It was 11:30 PM in India. Which meant 1 PM in Florida.
I was on a video call with Jacana Warranty. My first client in the warranty industry. I'd been an independent developer & CTO of Codenomad by then, building everything from e-commerce platforms to internal tools. But warranty? I knew nothing about it.
"Can you see my screen?" the operations manager asked.
I nodded, adjusting my headphones. The connection wasn't great in 2018. Internet in my city wasn't what it is now but I could see her desktop clearly enough.
I expected to see their claims management system. Maybe a dashboard. Some analytics.
Instead, I saw Excel.
47,000 rows. Every warranty claim from the past quarter. Color-coded manually. Notes in column Z.
"This is how we track loss ratio," she said, matter-of-factly.
I watched as she scrolled through the spreadsheet, pointing out the different colors. Yellow meant pending review. Red meant flagged for fraud. Green meant approved. She had built this system herself over three years.
"How do you identify fraud?" I asked.
"I look for patterns. High-value claims. Repeat technicians. Weird timing."
"By scrolling through 47,000 rows?"
She laughed, but it wasn't a happy laugh. "I've gotten pretty fast at it."
That's when it hit me the realization that would change the trajectory of my career: this entire industry is running on duct tape and prayers. And nobody has built them anything better.
How I Fell Into Warranty
I didn't plan to become a warranty tech specialist. Nobody does.
By 2018, I'd been building software since 2012. Six years of work had taught me to work across time zones, communicate asynchronously, and ship fast. I'd built systems for retail, healthcare, logistics- whatever came my way.
Then Jacana Warranty found me.
They were based in Florida. They needed a developer who could build a custom reporting system. Someone had referred them to me. I took the call at midnight. The first of hundreds of late-night calls that would become my routine.
I remember my first question: "What exactly is a warranty administrator?"
They explained: they sit between manufacturers and customers. When your refrigerator breaks, you call someone. That "someone" files a claim with a company like Jacana. Jacana approves (or denies) the claim, dispatches a technician, manages the repair, tracks the parts, and handles the money.
Simple enough, I thought.
Then they showed me how they actually did it.
What struck me wasn't the spreadsheet itself. It was how normal she thought it was.
Everyone does it this way, she told me.
This is just how warranty works.
You get used to it.
Sitting in my apartment in India, 8,000 miles away, I started asking questions I'd ask on every project after:
Why are they doing it this way?
Is everyone really doing it this way?
Has anyone actually tried to fix this?
The answers, I would discover over the next seven years, were more disturbing than any spreadsheet.
The Tour of Horrors (2018-2025)
After Jacana, word spread. One warranty company referred me to another. Suddenly, I had a niche I never planned for.
The pattern was always the same: A US company would find me. We'd schedule a call for their morning, my late night. They'd share their screen. And I'd see something that made me want to reach through the monitor and fix it myself.
The Database That Forgot
Another company brought me in because claims kept "disappearing."
Their system was built in 2008. The vendor had been acquired three times. Nobody knew who to call for support anymore.
The bug? Random claims would just vanish. No error message. No log. Gone.
Their workaround? Every Friday, someone ran a report comparing claims in the system against a separate Excel tracker they maintained manually.
They lost about 30 claims a week. Each claim averaged $450.
That's $70,000 a month in claims that nearly vanished into the void.
The fix took me two weeks to build. A simple reconciliation tool with alerts. They'd been losing money for three years waiting for someone to solve it. I built it from my home office in India for a fraction of what a US firm would have charged.
The Technician Tracking System (That Didn't Track Technicians)
One repair network had 200 field technicians across 15 states. They called me because they wanted "a scheduling system."
"What are you using now?" I asked.
Pause.
"Google Calendar."
A Google Calendar. For 200 technicians.
"How do you track technician location? Job completion? Customer satisfaction?"
The operations manager stared at me through the screen.
"We call them. If they answer."
I asked what happened if they didn't answer.
"Then we call them again."
They didn't need a scheduling system. They needed a complete operational overhaul. I built them a dispatch platform with real-time tracking, automated job completion, and customer rating integration. Their rescheduling rate dropped by 60% in three months.
The Numbers I've Seen (2018-2025)
Seven years. Hundreds of late-night calls. I started keeping notes on the patterns I was seeing, the problems that kept repeating across every client.
The numbers are staggering:
$2.3 million — Annual cost of manual claims processing at one mid-sized administrator (salary + errors + delays) → I built them an automated workflow that cut this by 70%
47% — Percentage of repair appointments that required rescheduling due to poor routing → A dispatch optimization tool brought this under 15%
3 days — Average time to approve a simple parts claim (industry standard for what should take 30 seconds) → Automated approval rules made it instant
$400,000 — Quarterly fraud losses at a company that thought they had "good controls" → Pattern detection algorithms caught what humans missed
8 systems — Average number of disconnected software tools used by a single warranty administrator → Integration platforms I built reduced this to 2-3
62% — Percentage of technicians who said their company's mobile app was "frustrating" or "useless" → Custom mobile apps with actual UX research changed everything
These aren't numbers from failing companies. These are industry leaders. Companies processing millions of claims. Companies with decades of experience.
The problems aren't hard to solve. They're just... unsolved. Nobody has built the tools.
That's the gap I kept falling into. That's why they kept calling me a developer sitting in India, 8,000 miles away, who had never seen a warranty claim in person.
"We've Always Done It This Way"
By 2020, I'd heard this phrase on nearly every discovery call:
Why do you fax repair authorizations? "We've always done it this way."
Why do you approve every claim manually? "We've always done it this way."
Why do you use six different systems that don't talk to each other? "We've always done it this way."
At first, I thought it was resistance. People protecting their processes. Maybe they didn't trust an outsider, especially one calling from India at odd hours.
But the more I listened and listening is 80% of my job before I write any code, the more I realized these people weren't the problem. They were stuck.
They knew it was broken. The operations manager with the Excel spreadsheet? She had asked for a real system three times. Budget denied.
They had no alternatives. The company with the fax machine? They'd evaluated four vendors. All of them wanted $500K+ and 18-month implementations. I built their solution in 4 months (curious about what building software like this actually costs today?).
They were doing their best. The Google Calendar dispatch? That operations manager had built it herself because the company couldn't afford "real" software.
The people aren't the problem. The industry is.
And thinking about it from where I sat literally on the other side of the planet, it seemed obvious:
- Banking got disrupted by fintech. Now you send money in 3 seconds.
- Real estate got Zillow, Redfin, Opendoor.
- Healthcare got telemedicine and electronic records.
- Retail got Amazon.
But warranty? The $50 billion warranty industry?
It got... nothing.
The same vendors selling clunky software in 2005 are selling slightly-less-clunky software in 2025. The same manual processes. The same problems.
Why?
Why Nobody Has Fixed This
Here's what I've come to understand: the warranty industry didn't get left behind by accident. It was left behind by a perfect storm of misaligned incentives.
The legacy vendors don't want to disrupt themselves — and the technical decisions they made years ago now haunt them. The companies selling warranty management software make money on implementation fees, customization fees, support fees. The more complex the system, the more they charge. Simple, elegant solutions would cannibalize their revenue. I've competed against these vendors. I can build in 2 months what they quote for 18.
Executives fear the migration. Migrating to a new system is risky. What if it doesn't work? What if employees refuse to use it? Better to stick with the devil you know even if that devil costs millions. I tackle this by building in phases, proving value before asking for trust.
OEMs see warranty as a cost center. For most manufacturers, warranty is something to minimize, not optimize. They're not going to push for innovation in an area they'd rather not think about. Until someone shows them the ROI which is what my reporting tools do.
Repair networks are fragmented. Unlike other industries that consolidated, repairs are still largely mom-and-pop. Small shops don't have resources to demand better tools. So I build tools simple enough that a shop owner can use them on a phone.
Here's the opportunity that most developers miss: the gap between what exists and what's possible is enormous. Banking didn't get disrupted by banks. It got disrupted by outsiders who saw what could be built.
The warranty industry is waiting for its fintech moment.
I intend to be part of building it.
What I've Learned Building Solutions
This is what I've learned from being on the other side of those calls.
Over six years, I've built warranty systems for companies ranging from startups to Fortune 500s. Claims management platforms. Fraud detection AI. Technician mobile apps. Customer portals. B2C warranty sales systems. Loss ratio reporting tools. Dealer networks.
I've failed spectacularly on some projects. Succeeded unexpectedly on others. And learned lessons that no textbook could have taught me.
I'm writing this because I believe three things. (And in my follow-up post, The Blueprint: How to Digitize a Broken Industry in 6 Months, I show exactly how we did it.):
- The warranty industry can be fixed. It's not hopeless. It's just behind. Being behind means massive opportunity for companies willing to modernize and for developers willing to build.
- Technology is only half the answer. The other half is understanding the humans, the claims processors, the technicians, the executives and why adoption fails even when the tech works. Spoiler: it's not because they're stupid.
- Someone needs to tell the truth. Most content about warranty is dry industry reports or vendor marketing. Nobody talks about the actual problems and actual solutions. I'm going to.
The $50 Billion Question
So what's the single biggest waste of money in this industry?
It's not fraud. It's not inefficient claims processing. It's not even the outdated software.
It's something hiding in plain sight. Let me tell you about Marcus.
Marcus is a repair technician in Texas. Good guy. Knows appliances inside and out. One Tuesday, his dispatcher sent him to fix a refrigerator compressor. The job took 15 minutes.
The drive? Three hours. Each way.
Marcus spent six hours on the road for fifteen minutes of work. And this happens every single day, across thousands of technicians, because nobody has built intelligent routing systems for repair networks.
The math is brutal: if the average technician wastes just 2 hours per day on inefficient routing, and the average loaded labor cost is $50/hour, a network of 200 technicians bleeds $5 million per year on windshield time alone.
Scale that across the industry, and you're looking at tens of billions in waste. Every year. Exposed to the weather. Waiting for someone to build a solution.
That's what I've been building. That's why they keep calling.
If You See Your Company In This Story
I've spent seven years listening to people describe their broken processes at midnight my time. I've built the tools that turned 47,000-row spreadsheets into one-click dashboards. I've automated what legacy vendors said would take 18 months.
If any of this sounds familiar the Excel trackers, the Google Calendar dispatch, the technicians driving three hours for fifteen-minute jobs then we should talk.
I'm not going to sell you a $500K implementation. I'm going to ask you to share your screen, show me where it hurts, and tell you honestly what I can fix.
That first call with Jacana in 2018 changed my career. Maybe this post will change yours.
Share this with someone who works in warranty. They'll either laugh or cry. Probably both.
