invocation.io

AI Automation & Agentic Systems

AI that does real work in your business — not a demo

Most AI projects die between the demo and the first real customer. I build the other kind. I run Antrix OS — my own multi-agent engineering platform orchestrating Claude Code, Codex, and automated review loops — in production, every day. That same engineering discipline goes into the automations I build for clients: systems with error handling, observability, and human checkpoints, not prompt spaghetti.

Growth & revenue systems

  • Content engines: research, scripting, asset generation, and publishing on a schedule — across social, blog, and email
  • Ad and creative pipelines: variant generation, hooks, and copy testing at a volume no human team matches
  • Outreach and lead generation: prospect research, enrichment, and personalization that doesn't read like a bot wrote it
  • Lead routing, follow-up sequences, and CRM automation with human checkpoints where judgment matters

Operations automation

  • Back-office workflows: document intake, classification, extraction, and routing
  • Customer-facing automation — support triage, onboarding, follow-ups — with guardrails
  • Event-driven pipelines with queues, schedulers, and workers — the boring parts that make AI reliable
  • Claude and OpenAI integrations with evals, fallbacks, and cost controls

Agentic & product engineering

  • LLM features built into your product: search, summarization, structured extraction
  • MCP servers and tool-use architectures that connect models to your real data
  • Multi-agent development systems: automated issue pickup, implementation, and PR review
  • Team enablement: I set up the system, your engineers keep the leverage

Stack & tools

  • Claude
  • Claude Code
  • OpenAI
  • Codex
  • MCP
  • Python
  • Node.js
  • GitHub Actions

Looking for something adjacent? See all services.

Need AI that survives production?

Tell me what you're working with. You'll get an honest assessment, not a pitch.

I reply within one business day.