You answer the same questions all day
An assistant trained on your information that answers and hands off to a person when needed.


Automation and artificial intelligence
AI is no longer a promise. Used well, it answers customers at any hour, organizes the information coming in and takes the repetitive tasks off your team's plate.
I design and build AI automation and assistants inside the systems your business already uses: chatbots that know your services, lead sorting and follow-up, content and summaries, document reading and automatic alerts. Always with a person in control where it matters.

What it solves
An assistant trained on your information that answers and hands off to a person when needed.
Automatic sorting, reminders and tasks so no opportunity goes cold.
Data read and extracted from PDFs, statements and forms in seconds.
Drafts, summaries and alt text generated so your team only reviews.
What's included
How I do it
I start by finding which tasks repeat, how much time they take and what the risk of automating them is. I prioritize the ones with fast, measurable results.
Then I build the AI into your website, CRM or internal system, with clear rules, a log of every answer and a way to pass the conversation to a person. I track usage and cost so the automation keeps paying for itself.
A good fit for
Real projects
Frequently asked questions
Usually answering frequent questions, capturing and following up on leads, and producing repetitive documents or reports. These are high-volume, low-risk tasks.
It is set up with your information and clear limits on what it can and cannot answer. Every conversation is logged so we can review it and improve the answers.
Mainly OpenAI and Claude. I pick the model by task, the quality needed and the cost per use.
Information is processed through the API and is not used to train public models, and privacy practices such as removing personal data are applied where it makes sense.