Frequently Asked Questions

Absolutely not. I work with small business owners and operators, not engineers. My job is to handle the technical complexity so you can stay focused on running your business. I translate everything into plain language and practical outcomes.

That depends on the scope, but speed is core to how I work. Many clients have working AI solutions deployed within two to four weeks of our first engagement. I prioritize rapid builds and real-world testing over theoretical planning.

The range is broad — from automated customer communication systems and intelligent document processing to AI-powered scheduling tools, internal knowledge assistants, and workflow automations that eliminate repetitive manual tasks. If a process is slowing your team down, there's likely an AI solution for it.

I work across the leading AI and automation platforms including OpenAI, Make, Zapier, LangChain, and others depending on what best fits your existing stack and budget. I recommend tools based on your specific needs — not based on any vendor preference.

Start with the AI Readiness Sprint. It's designed specifically to give you clarity — we'll assess where you are, where the biggest wins are, and map out exactly what you need next. It's the fastest way to move from uncertainty to a concrete plan.

Yes — that's a non-negotiable for me. Every solution I deliver comes with clear documentation and a handover session so your team can manage, adjust, and build on it independently. I build for long-term ownership, not dependency.