Wren
Andrew’s front desk
Ask Wren.
Hi, I’m Wren, Andrew’s assistant. Ask me about his work and experience, or about the technical side of what he does, AI, data, and commerce engineering. I can sketch a rough plan, set up a consultation, or pass a note straight to him.
The Desk
Start a project with Andrew.
Wren is Andrew Fribush’s AI front desk. Tell her what you’re trying to build and she can talk through his work, sketch a rough plan and estimate for your project, and set up a consultation or pass a note straight to him.
Andrew takes on production AI and LLM systems (RAG, speech and audio AI, LLM orchestration with compliance controls, and MCP), public-data and hard-data engineering, and Shopify Plus and headless commerce. Every estimate Wren gives is a rough, non-binding starting point. Real scope, timing, and cost come from Andrew after a conversation.
Questions people ask
How do I start a project with Andrew Fribush?
Ask Wren here at the desk. Tell her what you want to build and she can talk through scope, sketch a rough plan with phases, a timeline, and a cost range, and set up a consultation with Andrew. You can also email hello@andrewfribush.com.
Can I get a rough estimate or quote for a project?
Yes. Wren gives non-binding ballparks: a rough calendar timeline and a price range, so you get a sense of the size of the work. Nothing is committed. Andrew confirms real scope and pricing after a conversation.
What kinds of projects does Andrew take on?
Production AI and LLM systems (RAG, speech and audio AI, LLM orchestration with compliance controls, and MCP), public-data and hard-data engineering, and Shopify Plus and headless commerce.
Can Wren put together a project plan?
Yes. Wren can draft a rough plan with phases, resourcing, a timeline, and a cost range, then send it to Andrew so he can turn it into a real scope.
How do I hire Andrew or book a consultation?
Ask Wren to set up a consultation or leave your details, or email hello@andrewfribush.com directly.