Quick summary:
- West Shore Home built proprietary LiDAR scanning and AI image recognition tools that turn rooms into actionable data in minutes, enabling instant quotes and automated scheduling
- The company invested over $100 million in technology and maintains a 110-person tech team
- AI agents now manage inventory, labor, permitting, and payment data to schedule installations at the point of sale while customers make design decisions
Danny Fisher was a K-12 business ed teacher with an education degree when he became corporate trainer at West Shore Home in 2015. The company did $10 million in revenue. Ten years later, Fisher serves as CTO overseeing a 110-person technology team, and West Shore Home does $1 billion annually as the largest bathroom remodeler in the country.
The transformation wasn't about swapping hammers for tablets. Fisher and CEO BJ Werzyn rebuilt the entire business by turning physical spaces into data as fast as possible, then automating everything that follows.
On this episode of The Disruption Is Now, Fisher explains to host Greg Matusky how a company built on paper job folders and bookshelves of files became one of the most advanced AI implementations in home services.
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Key takeaways:
Educators make better tech leaders
Fisher credits his teaching background for his success in technology leadership.
Teachers implement change every single day. They walk into rooms with hundreds of students at different knowledge levels and move everyone forward. They tie abstract concepts to concrete examples. They adjust strategies when something isn't working. For him, that skill set matters more in AI deployment than coding expertise.
West Shore Home's success came from reimagining processes. Fisher now implements change ten times more as an executive, connecting dots between vision and execution and helping teams understand the desired future state.
Lean methodology aids AI deployment
In 2017, West Shore Home brought in a consultant with automotive industry experience to implement lean manufacturing principles — a transformation that laid the foundation for AI adoption.
The lean framework established current state versus future state thinking across the organization. Every process got mapped. Every handoff got examined. The company identified what caused gaps between current performance and desired outcomes.
That groundwork made AI deployment straightforward. When continuous improvement teams identified bottlenecks, the technology team could scope and implement solutions during the same meeting. The tight feedback loop between process design and technical capability accelerated iteration.
Most companies fail AI projects because they try to automate broken workflows. West Shore Home fixed the workflows first, then added automation. The lean methodology also created discipline around data capture that AI systems require to function reliably.
AI and LiDAR scope remodels in minutes
Walk into a West Shore Home consultation and the sales representative pulls out an iPad. The device uses LiDAR sensors to create a 3D digital twin of the space in real time.
The system captures video simultaneously. AI models analyze the footage to identify materials, fixtures, and layouts. Is that tile or hardwood? Pedestal sink or full vanity? The technology makes decisions that previously required years of contractor experience.
"We want to be able to walk into a room in a home, turn it into data as fast as possible, and automate the process of inspiring the customer and letting the customer choose their desired future state," Fisher says.
This matters because scoping is the hardest part of scaling home remodeling. Labor can be trained quickly when the work is disciplined and standardized. But understanding what a space needs and what it will cost to transform requires expertise that takes years to develop.
West Shore Home's AI tools compress that expertise into software that even customers can eventually use themselves. The company is moving toward letting homeowners scan their own spaces and generate quotes without a sales visit at all.
Agentic AI schedules installations while customers choose finishes
West Shore Home released SAPOS (Schedule at the Point of Sale) in early 2025. The functionality represents what Fisher believes will become standard across home services.
As customers browse finish options on the iPad, the system calculates lead times in the background. Choose oil-rubbed bronze versus brushed nickel and the AI checks four different data sources: inventory levels, installer availability, permit requirements, and payment processing timelines.
"We have agents running across those large data sets, figuring out what's relevant and where the long pole in the tent is," Fisher explains.
Sometimes a custom transom window pushes the project back 12 weeks. Sometimes a permit becomes the bottleneck even when materials are in stock. The AI identifies the constraint and provides the earliest possible installation date before the sales appointment ends. Customers leave the meeting with a locked schedule, not a vague estimate about calling back later.
AI creates a better renovation experience for homeowners
The home remodeling industry’s problem is that customers rarely come back. When someone finishes a bathroom renovation, they might not need another contractor for years. That long gap means starting from zero each time.
Fisher sees an opportunity to change this dynamic through data accumulation. West Shore Home now aims to scan entire homes rather than just the rooms being remodeled.
"Therefore, when a consumer, let's say in eight months after we do their bath or we replace their windows, they say, ‘All right, I love my windows, I'm ready to do my floor,’ we believe we're going to be able to provide a differentiated experience,” Fisher says.
The customer doesn't have to start over with measurements, photos, and explaining their home's quirks. West Shore Home already has that information. Of course, the model only works if the technology truly reduces friction. Customers won't tolerate clunky experiences just because a company stored their measurements. The AI tools need to deliver noticeably faster, easier transactions than competitors can offer.
West Shore Home built its scanning and configuration tools with future democratization in mind. The mobile LiDAR scanning tool, the configure-price-quote system, and the Codex Home database model currently serve internal employees, but as Fisher noted earlier, the hope is customers will eventually be able to use these tools on their own.
Key moments
- How Fisher's education background prepared him for tech leadership (7:33)
- The moment that revealed broken systems and sparked transformation (10:15)
- The lean transformation that laid groundwork for AI deployment (12:16)
- Using LiDAR and image recognition to capture current state instantly (17:08)
- SAPOS schedules installations at point of sale using agentic AI (20:57)
- The four data sources agents analyze to find installation bottlenecks (22:21)
- The democratization roadmap for customer-facing tools (23:10)
- How product expansion creates exponential data value (25:53)
Q&A with Danny Fisher, CTO of West Shore Home
Q: West Shore Home is the largest bathroom remodeler in the country and a major industry player. But it wasn’t always that way. Can you think of a moment that set the company on its current trajectory?
A: There's been some key moments at West Shore over the years. And one of them was back in 2016 when BJ decided he really wanted to digitize the business.
At that time, we were a small organization, less than a hundred employees. The idea of building our own software, our own operating system to scale home remodeling was an ambitious endeavor, but we started down that path. And really, that's where we were learning by fire. As very often, we were coming up with ideas by day, building them at night, releasing them the next day. And there's just tremendous cycles of rapid learning over that time.
Q: Why did West Shore Home invest so heavily in proprietary technology?
A: Something unique about West Shore is that we have all employee installers. We have a value of extreme ownership, where we enjoy having control of our success and control of the customer experience. So, we've always been very bullish on investing in ownership of our technology, of our people, of our talent.
We did that for a few reasons. First, speed. You must have it if you're going to go from $10 million to $1 billion in 10 years. Second, we believe we just care more. As internal employees, we really live our values and it's important to us that we deliver and provide great customer experiences across the country.
Q: What does the future of home renovation look like with AI tools?
A: Most of the proprietary mobile tooling that we've built so far has really been internally focused. These help us earn the business with customers. These help us set up installers for success. Where I think the puck is moving is that democratization of the front end of design and scoping and pricing — essentially, us allowing the customer to be more empowered.
In the future, I believe our customers will be encouraged to enter that data and utilize it to improve their properties, whether it's with West Shore or another company.
