Put AI to work
in your real business.

Not prototypes, not demos, not pitch decks. Production systems that handle operations, serve customers, and generate revenue 24/7.

Guy at his desk with monitors, plants, and a cat
Business-First·Client-CentricAI-Native·DevOps·Full-Stack
Chat with my AI →
Industry shift · 2026

The AI automation market is shifting from chatbots to complex workflow integration.

Not a single chatbot. Teams of agents that run inside your systems, do real work, and report up - so the team you already have can ship more without growing.

That's what we build
The stack

Built on the tech that ships production.

Next.js
React
TypeScript
Tailwind CSS
n8n
Vercel
Supabase
ChatGPT
Claude
Gemini
OpenRouter
MCP
Next.js
React
TypeScript
Tailwind CSS
n8n
Vercel
Supabase
ChatGPT
Claude
Gemini
OpenRouter
MCP
Next.js
React
TypeScript
Tailwind CSS
n8n
Vercel
Supabase
ChatGPT
Claude
Gemini
OpenRouter
MCP
Next.js
React
TypeScript
Tailwind CSS
n8n
Vercel
Supabase
ChatGPT
Claude
Gemini
OpenRouter
MCP
Docker
Kubernetes
AWS
Terraform
PostgreSQL
Cloudflare
Grafana
GitHub
Google Cloud
Prometheus
LangChain
Hugging Face
Grok
Docker
Kubernetes
AWS
Terraform
PostgreSQL
Cloudflare
Grafana
GitHub
Google Cloud
Prometheus
LangChain
Hugging Face
Grok
Docker
Kubernetes
AWS
Terraform
PostgreSQL
Cloudflare
Grafana
GitHub
Google Cloud
Prometheus
LangChain
Hugging Face
Grok
Docker
Kubernetes
AWS
Terraform
PostgreSQL
Cloudflare
Grafana
GitHub
Google Cloud
Prometheus
LangChain
Hugging Face
Grok

What People Say

Guy in front of a server-room shield motif - production-grade ops
What actually gets shipped

The Monday test.

If it can't survive me leaving, it didn't ship. Every system I build runs on real data, real users, real edge cases - not demo-day smoke and mirrors.

  1. Production-grade opsmonitoring, logging, retries, failover. Same discipline I used on carrier-scale DR.
  2. Human-in-the-loop where it mattersagents escalate when confidence drops. They don't silently fail.
  3. Built for the team that inherits itclear code, clear docs, clear handoff. No lock-in on me.
  4. Measured against business outcomeshours saved, errors avoided, revenue unblocked. Not model benchmarks.
See how engagements run →
The signature

Carrier-scale DevOps.
International B2B.

From international business development to digital transformation to carrier-scale DevOps to AI. Different worlds, same discipline - the kind that makes systems survive the Monday after I leave.

  1. Carrier-scale disaster recoveryBuilt DR infrastructure at RADCOM for a telecom platform serving AT&T - 3M requests per second, zero-downtime failover.
  2. SMB digital transformation under fireLed Israeli small-business digital pivots through COVID - websites, funnels, CRM, paid ads, cloud migrations. Uptime meant survival.
  3. Decade in international B2BBuilt distribution and closed enterprise deals across US, EU, and Middle East. Different markets, different stakeholders, same outcomes.
  4. Multicultural by defaultEnglish, Hebrew, Lithuanian, Russian native. German and Polish in progress. More than languages - I read how business actually works in each culture.
See the work →
Guy at his workstation - dual monitors orchestrating an AI workforce
Questions

Common questions.

Fractional, per-project, subscription, team augmentation, or end-to-end build - the format flexes to fit the work. A 30-minute call covers scope and timing. If it's not a fit, you'll know in five minutes and we stop there.

Yes. I translate business language into systems, not the other way around. That's the whole point - you describe the outcome, I design what runs on Monday.

First working system in 2–4 weeks. Production-ready in 6–10. No six-month discovery phases, no PowerPoint deliverables.

Yes. I integrate into what you have (Slack, HubSpot, Notion, Zapier, your CRM, your database) rather than forcing a rewrite. Switching cost is almost always the wrong lever.

No. Code + documentation ships to your team. I build for handoff. You can maintain it, hand it to another engineer, or call me back only when you want to extend it.

Chat with my AI first - zero friction, zero commitment, answers most questions. If there's a real fit we book the call. If there isn't, no one wastes 30 minutes.

Ready to put your AI to work?

Book a 30-minute call or start chatting with my AI first. No pitch deck, no pressure - just a direct conversation about what you need and whether I'm the right builder for it.