Why Your AI Pilot Will Never Ship
80% of AI pilots never make it to production. Here's why—and what to do instead.
After 20 years building systems that run businesses, I've seen what happens when software fails. Your AI shouldn't be a science experiment—it should be the foundation you build on.
I only take 15 clients per year, and I lead every engagement personally. No junior teams. No outsourcing. No disappearing after launch.
If you're serious about AI, let's talk.
Who've never shipped code in production. They'll give you a beautiful roadmap that goes nowhere.
Who bolted "AI Services" onto their website last quarter. They're learning on your dime.
Who are cheap but you'll never get them on the phone when something breaks at 3pm.
I've spent 20 years building systems that run businesses—payment processing, customer platforms, operational infrastructure. Systems that can't go down. Systems that have to scale. Systems that last.
Now I'm bringing that same rigor to AI. No experiments. No junior teams. No disappearing act.
You get me, leading your project personally. We build it right the first time. And I'm still here when you need me six months later.
I only take 15 clients per year because I can't do this at scale. But for the businesses I partner with, I'm the last AI consultant they'll ever need to hire.
20 years building production systems that run businesses. You're not a learning experiment—you're working with proven expertise.
"I've been building systems since before AI was trendy. I know what works because I've seen what fails."
Your engagement is led personally by the founder—no bait-and-switch. You get veteran expertise on every call, every sprint, every decision.
"I only take 15 clients per year because I can't do this at scale. But for the businesses I partner with, I'm the last AI consultant they'll ever need."
Production-grade systems from day one, not proof-of-concepts. Your AI becomes infrastructure you depend on, not a science experiment.
"No pilots, no roadmaps—just systems your business can build on."
A two-phase approach that gets you to production fast, then keeps you ahead long-term.
Weeks 1-6
We build your AI system in 2-week sprints with regular check-ins. Production-grade code from day one, full documentation, team training.
Month 2+
Ongoing optimization, strategic guidance, and priority support. I'm here when you need me—not just during implementation.
Knowledge systems that surface answers instantly
Process optimization that runs on autopilot
AI that works with your existing software
Onboarding and support that scales
Intelligent assistance that feels human
Bespoke solutions for unique challenges
I only plan what I'm going to build
We build real systems from day one
I lead projects, not fill seats
AllyTech AI was founded after watching too many small businesses get burned by AI consulting firms that overpromise and underdeliver.
I've spent 20 years building production systems—payment processing, customer platforms, operational infrastructure. The kind of software that can't go down. That has to scale. That businesses depend on.
Now I'm bringing that same engineering rigor to AI. No experiments. No junior teams learning on your dime. No disappearing after the contract ends.
Based in Calabasas, California, I work with ambitious small and medium-sized businesses nationwide. When you call, I answer. When you email, I respond. That's what partnership means.
2-4 week sprints, not 6-month roadmaps
Use AI to build AI faster, pass savings to you
Measure success in outcomes, not features
Stay ahead so you don't fall behind
I make AI accessible, actionable, and aligned with your business goals—no PhD required. If AI isn't the right solution for your problem, I'll tell you. Honestly.
Experience-based wisdom on building AI systems that last.
80% of AI pilots never make it to production. Here's why—and what to do instead.
The hard-earned lessons from two decades of building software that can't fail.
A breakdown of what it actually takes to hire, train, and retain AI talent.
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Calabasas, California
Serving clients nationwide