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I build AI systems for manufacturers.

The private digital operating layer for your factory.

Your orders, production, knowledge, and AI should live in one system you own. Powered by agentic infrastructure. These are the building blocks.

Explore

01 · backbone

AI agents and automation

Routine work should not consume your team's day. I build AI agents that work inside the tools your employees already use, helping with operations, communication, and repetitive tasks.

Your team spends more time making products and less time moving information between systems.

02 · reflexes

Custom industrial software

Every factory works differently. Instead of forcing your operation into generic software, I build systems around the way your company already works.

The software adapts to your factory, not the other way around.

03 · hands

Custom industrial systems

Off-the-shelf never fits how your operation actually runs. I build your hardware and software shaped to your process, tailored to each customer.

So the software finally fits the factory, instead of the factory bending to the software.

04 · memory

Company knowledge

Critical knowledge shouldn't disappear when employees leave. I build searchable knowledge systems that store procedures, documents, conversations, and operational know-how for both your team and your AI.

Experience stays inside the company instead of leaving with the people who created it.

05 · vision

Product and content pipelines

From product concepts to catalogs, documentation, marketing material, and internal workflows, I build systems that continuously generate and organize the content your business needs.

Launching new products becomes an operational process instead of a series of disconnected agency projects.

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Who this is for

Manufacturers building the next generation of operations.

I work with manufacturers that want to modernize operations without giving up ownership of their data or infrastructure. My clients are typically factory owners and operations leaders managing growing production businesses.

  • for youYou run a plant and want to see and steer it in real time, from anywhere in the world.
  • the layerExpand only what the pilot proves valuable: infrastructure, AI agents, software, and company knowledge.

How it starts

A pilot first. The build after.

No huge unknown commitment. The engagement starts small, proves itself on your real operation, and grows only on evidence.

  • 01 pilotOne workflow that eats your time, automated end to end. Fixed price, agreed up front, weeks not months.
  • 02 buildThe full operating layer, scoped from what the pilot proves: server, agents, software, knowledge.
  • 03 handoverYour team owns and runs it. I stay on call.
Selected Work

Batumi Socks | Skytex Georgia

building

Skytex is a contract manufacturer trusted by global brands including Nike, adidas, and others, and is now evolving into an AI-native brand of its own. I designed and built the company's private digital operating layer: AI-assisted product design, a wholesale platform, operations software, company infrastructure, and the internal systems connecting them. Read the case study.

15 scustomer idea to AI-generated product concept
53embroidery designs prepared for production
100%business systems running on infrastructure they own

Your operation

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I build long-term systems, not one-off projects. This portfolio grows one company at a time. Write me if you think yours should be next.

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