bert mahoney : AI systems designer

  • No fluff. Only actionable, high-impact use cases
  • Built around your actual workflows, not generic templates
  • Designed to reduce cost, increase output, or both

Get a practical system you can actually implement


• teams operate with less friction
• work becomes structured
• output becomes predictable

Most AI systems rely on external APIs that require sending data off-site.

• local model execution where appropriate
• secure cloud infrastructure when needed
• encrypted communication between components


  • Founders integrating AI into their business
  • Teams overwhelmed by too many tools
  • Creators scaling output without burning out
  • Organizations needing practical, production-ready AI systems
  • People looking for quick hacks or “AI shortcuts”
  • Anyone not serious about implementation
  • No budget / no decision authority
  • Early exploration without a real use case

Image of Bert
Bert Mahoney,
AI Systems Architect & Builder
30 years technology experience
https://bertmahoney.com

I’m Bert and I design and implement AI systems that reduce friction, eliminate manual work, and produce consistent, structured output.


Transform raw inputs (ideas, notes, transcripts, data) into structured, usable output.

Agent

Design agents that perform specific tasks, and systems of agents that coordinate and automate work.

Pipeline

Build repeatable systems for content creation, publishing, and structured output at scale.

thinking

30+ years of design applied to AI, making complex systems usable, intuitive, and actually adopted.

Built using tools like Agent Zero, LiteLLM, Ollama, and AWS infrastructure