Co-authored by Rich Katzmann, Co-founder/CCO of Thryve www.Thryvein.ai
and
Ed Young, The Fabricators Coach www.FabricatorsCoach.com
After spending decades collectively inside the stone industry — running shops, advising owners, and working shoulder-to-shoulder with fabrication teams — we’ve seen every angle of this business. We know the margins, the bottlenecks, the pressure points, and the constant balancing act between volume, quality, people, and profit. We’ve lived inside the cost structures and operational realities that most outsiders never fully understand.
That firsthand experience is exactly why we’re so confident about what comes next: artificial intelligence is poised to reshape the stone industry more dramatically than any operational shift we’ve seen to date.
This isn’t speculation or tech hype. We’re already watching real shops deploy AI in practical, measurable ways — reducing friction, improving responsiveness, freeing up key people, and creating advantages their competitors don’t yet see coming. In fact, the opportunity is so significant that it’s caused us to rethink how we spend our time, where we focus our energy, and how we help fabricators prepare for the future.
The key insight we’ve learned along the way is this: successful AI adoption doesn’t start with software — it starts with people.
What follows is the most practical, field-tested approach we’ve found for helping stone countertop businesses kick off their AI journey the right way — building understanding first, generating real ROI quickly, and creating a foundation that can scale as the technology continues to evolve.
- Start With Your Team: An AI Bootcamp They Can Actually Understand
The biggest mistake shops make is jumping straight into tools before their team understands what AI even is. We’ve seen it repeatedly — the technology is exciting, but without the right foundation, it fizzles out fast.
That’s why we always recommend starting with an AI bootcamp.
In the bootcamp, you level up the playing field across your team — owners, sales, production managers, office staff — everyone:
- You break down AI in plain English (no tech jargon, no Silicon Valley buzzwords).
- You show how AI actually “thinks” so your team understands how to get good answers instead of random ones.
- You teach proper prompt-writing, which is the skill that starts to unlock the ROI.
- You train them to build simple custom tools, like loading your handbook or policies into a private AI model so anyone in your shop can get answers in seconds.
We’ve seen firsthand how quickly a skeptical team becomes energized once they understand that AI isn’t replacing them — it’s helping them.
- Put AI to Work on Day One — In Real Ways Fabricators Actually Need
Theory is fine. But real impact comes when AI solves day-to-day problems.
Here are use cases we’ve seen deployed that immediately click with teams:
AI Voice Agent for Inbound Calls
It answers questions about turnaround time, materials, scheduling, and only escalates when needed.
Shops stop losing leads. CSRs stop getting buried.
AI Virtual Showroom
Swap countertop materials, cabinet colors, hardware, lighting — without reshooting a single photo.
Designers love it. Sales love it even more.
Internal Employee GPT
Every HR question, every policy, every benefit — instantly answerable.
No more “Hey do you know where the PTO form is?” every 12 minutes.
These aren’t future ideas. They’re working in real shops today.
- Build a Simple, Practical AI Policy
If you don’t build guardrails, AI gets messy fast.
You don’t need a 40-page manual — you just need clear expectations:
- What employees can use AI for
- What stays private
- Who makes decisions
- How custom agents or automations get approved
One of the smartest things a shop can do is pick an AI Champion — someone who knows operations, sales, leadership — who helps guide usage and find new opportunities.
- Tie Every AI Initiative to Return On Investment (Or Don’t Do It)
AI is exciting, but at the end of the day, you’re running a business.
Over the years, we’ve seen too many “cool projects” die because they weren’t linked to financial outcomes.
That’s why we insist on one rule:
Every AI effort must tie to ROI — cost reduction, margin improvement, or revenue lift.
During training, you should identify the highest-leverage opportunities in your shop — and then pilot small, measure impact, and scale what works.
You wouldn’t invest in a CNC without a cost-benefit plan.
AI deserves the same discipline.
- Make AI a Core Part of Your Annual Strategy
This isn’t a one-time upgrade. It’s an ongoing capability.
The shops that pull ahead will:
- Set annual AI goals
- Budget for AI like any other strategic initiative
- Continue training their people
- Expand automation step by step
And the crazy part?
The results compound faster than anything we’ve ever seen in this industry.
Bottom Line — And Why We’re All In
After more than a decade of combined experience in this industry, we’ve never been more confident in an opportunity than we are right now.
AI isn’t about chasing trends or experimenting with technology for its own sake. It’s about fundamentally improving how stone businesses operate — cutting unnecessary costs, reducing rework, improving customer experience, increasing revenue, and giving teams better tools to do their best work.
When implemented thoughtfully, AI helps good shops become great ones — and great shops become market leaders. The impact shows up everywhere: faster response times, fewer bottlenecks, clearer decision-making, and more resilient operations that don’t rely on a handful of overwhelmed people holding everything together.
That’s why we’re all in. The upside is simply too significant to ignore.
The fabricators who take early, disciplined steps — educating their teams, setting clear guardrails, and tying every initiative to ROI — will compound advantages faster than anything we’ve seen before in this business.
If you’re ready to take the first step, whether that’s an AI bootcamp, a roadmap session, or just a strategic conversation, we’re here to help.
The future of this industry will belong to the shops that embrace AI intentionally and early.
Let’s build yours.
If you want to learn more about how to effectively apply AI to your shop, email Rich at Rich@Thryvein.ai .
If you are struggling with your business or want to discuss the content of this article with me, visit www.FabricatorsCoach.com and hit the Schedule a Call button. You can also email me at Ed@FabricatorsCoach.com.
~ Ed Young, The Fabricator’s Coach
If you enjoyed this article and want to hear more from Ed on this and other key Fab Shop topics, check out our podcasts (www.fabricatorscoach.com/podcasts) and videos (search YouTube for Fabricators Coach).
In addition to having run a countertop fabrication shop, Ed has also helped many fab shop owners become very successful. He is a seasoned manufacturing manager and coach who has helped hundreds of companies from single person startups to large international corporations. As a former business owner, he understands the responsibility to make payroll while also satisfying customers. Ed can be reached at Ed@FabricatorsCoach.com . If you want help implementing this tool, Schedule a Call with Ed. If you enjoyed this article and want to hear more from Ed on this and other key Fab Shop topics, check out our podcasts (www.fabricatorscoach.com/podcasts) and videos (search YouTube for Fabricators Coach).