Consulting & technical audit
An engineer's read, not a deck.
LLM integration, RAG architecture, GEO/AEO audit — to decide right before building, or get a system back on track.
Book a scoping callWhat it covers
- AI architecture audit
- GEO / AEO strategy
- Build vs buy
- LLM integration
Own the spine, rent the engine
The critical logic stays deterministic, tested, under your control. The language model is called only at the fuzzy decision points, and its output is checked before it acts. You own the core; you rent the engine.
Frequently asked questions
What's a GEO audit?
We measure whether — and why — your site gets cited by ChatGPT, Perplexity and Google's AI Overviews, then fix it: answer-first structure, schema, entity consistency. Today, being cited often beats the blue link.
Is it just recommendations?
No. It's an engineer's read, not a slide deck: I can implement the fixes, not just list them.
What does a "reliable" RAG architecture mean?
A system where the model only answers from verified sources, with guardrails against hallucination — and observability so you know what happens on every answer.
“He built me AI agents to automate my LinkedIn posts, and the result is genuinely top notch. He doesn't just do what he's told — he thinks about the project as a whole and always looks for the best way to get things done.”