About Catalyst Studio
We built a successful digital consultancy. Then we automated it.
Catalyst Studio is a Houston-based AI systems firm that designs, builds, and operates intelligent automation, custom software, and algorithmic marketing infrastructure for mid-market companies. We exist because we applied AI to our own operation first — and the results changed what we believed was possible.
How We Got Here
We didn't pivot to AI because it was trendy. We pivoted because it worked.
Catalyst Studio started as a digital consultancy — building websites, running marketing campaigns, and solving technical problems for growing businesses. We were good at it. Our clients trusted us. The work was solid.
But we kept running into the same ceiling. Every new client meant more hours. Every new engagement required more coordination. Growth was linear: more revenue required more people, and more people required more management. We were building a traditional services business with all of its traditional limitations.
Then we started experimenting. We rebuilt our own internal workflows around AI — not as a gimmick, but as infrastructure. Campaign analysis that used to take a strategist two days happened in hours. Technical SEO audits that required a senior specialist for weeks were completed in days. Code scaffolding, testing, reporting, data analysis — process after process compressed by 60%, 70%, 80%. The results weren't marginal. They were structural.
We were delivering the same quality of work in a fraction of the time with a fraction of the coordination overhead. And we realized: if this worked for us, it would work for our clients' operations too. That's when Catalyst Studio became what it is today —
"not a consultancy that uses AI tools, but an AI-native systems firm that engineers operational leverage for mid-market businesses."
We build the same kind of intelligent infrastructure for our clients that we built for ourselves: automation that eliminates manual work, systems that connect disconnected platforms, and software that compounds capacity instead of adding headcount.
Our Thesis
Businesses that connect their data and automate their workflows will outrun everyone who doesn't.
This isn't a prediction. It's already happening. The companies that are pulling ahead in every industry aren't the ones with the biggest teams or the most software licenses. They're the ones that eliminated the manual friction between their systems and let their people focus on the work that actually requires human judgment.
Most mid-market companies are still running on duct tape — spreadsheets filling the gaps between platforms, people acting as the integration layer between tools that don't talk to each other, processes that depend on institutional knowledge locked inside someone's head. It works until it doesn't. And the cost of not fixing it compounds silently until it becomes a crisis.
We exist to fix that. Not with more tools, not with more people, but with intelligent systems that do the work machines should be doing — so your team can do the work only humans can do.
Leadership
The people behind the systems.
Adrian Arroyos
Co-Founder & AI Systems Architect
Adrian Arroyos is a systems architect and technical strategist with more than 28 years of experience designing the digital infrastructure that powers mid-market and enterprise organizations.
As the technical mind behind Catalyst Studio, Adrian leads every engagement from diagnostic through deployment—mapping operations, identifying transformation opportunities, and building the platforms, integrations, and automated systems that give clients lasting operational leverage. His work spans enterprise application development, AI architecture, system integration, and multi-agent automation.
Over the course of his career, Adrian has built digital systems for Fortune 500 companies, and mid-market businesses. He saw firsthand how traditional consulting models buried value under layers of coordination and overhead—and co-founded Catalyst Studio to prove that a concentrated, senior-led team could deliver faster and with more precision than firms five times its size.
Today, Adrian is focused on AI-native delivery—designing agentic frameworks and intelligent automation that compress traditional project timelines and help clients move from AI-curious to AI-operational in weeks, not quarters.
His philosophy is simple: technology should create leverage—not more complexity.
Maggie Kattan
Co-Founder & AI Strategy Architect
Maggie Kattan is a Creative Director and digital strategist with more than 28 years of experience helping organizations transform ideas into powerful digital experiences.
As the strategic mind behind Catalyst Studio's client relationships and project execution, Maggie brings a rare blend of creative leadership and operational clarity. Her work spans brand development, digital platforms, UX architecture, and complex web ecosystems—always with a focus on building systems that support real business growth.
Over the course of her career, Maggie has guided companies through the evolving landscape of digital transformation, helping them adapt to new technologies, shifting markets, and changing user expectations. She believes that successful digital experiences are not simply designed—they are engineered through thoughtful strategy, disciplined execution, and a deep understanding of human behavior.
Today, Maggie continues to push Catalyst Studio forward by integrating emerging technologies such as AI and automation into modern digital infrastructures, helping clients navigate the next generation of innovation.
Her philosophy is simple: design should not just inspire—it should move ideas into action.
By the Numbers
Years Building digital infrastructure
For enterprise and mid-market clients. We didn't start yesterday.
Neste · Accredo
Enterprise clients who trust us with their systems.
Logos you can verify.
Delivery velocity
Compared to traditional consulting firms. AI-augmented workflows, not bloated teams.
A Note on Positioning
We're not for everyone. And that's by design.
We started as a design and digital studio. Over 28 years, we've built brands, platforms, and marketing systems for companies ranging from local startups to Fortune 100 enterprises. That foundation isn't going anywhere — but what we build on top of it has changed.
Today, every engagement we take on is designed around one question: how do we give you operational leverage that scales without scaling headcount? Sometimes that starts with a brand. Sometimes it starts with an AI-powered system that automates half your back office. Either way, we’re building infrastructure — not deliverables you'll outgrow in six months.
Not the right fit?
If you're looking for a firm that manages a few channels and sends you a monthly report, we're probably not it. We build systems that change how your company operates. If that's what you're after, let's talk.
Ready to see what intelligent infrastructure looks like for your business?
Start with an AI Blueprint — a 14-day diagnostic that maps your biggest operational bottlenecks and shows you exactly where automation and AI will have the highest impact. Or skip straight to a conversation with a systems architect.