Catalog operations
Product content
Generate product details and descriptions, prepare SEO, and move the content into Shopify. Less copying between spreadsheets, documents, and your store.
Custom AI software
Software that fits the way you work.
Your team should not spend its day moving information between tools. I build the system your workflow needs, connect it to the tools you already use, and get it into the hands of the people doing the work.
30 minutes with me. Your business, the work, and whether I can help.
- Engagement
- A defined project
- Pricing
- Scoped to the work
- Typical first version
- 4 to 8 weeks
Examples from my work
Start with the work that repeats.
Different businesses, familiar problems. The useful part is connecting the whole workflow, including the moments that need a person's judgment.
Service operations
Customer support
Connect an AI agent to your catalog, policies, and support workflow so it has the information it needs to help with customer questions.
Marketing operations
Content and SEO
Bring research, writing, review, and publishing into a consistent process. Keep your brand's voice and human approval inside that process.
Stock and purchasing
Inventory planning
Bring sales velocity, stock levels, and purchasing information together so the next inventory decision starts with useful data.
Team knowledge
An internal assistant
Make the information your team needs available in a conversation, through a web app, Slack, or an API.
Commercial operations
Pricing
Use product costs, demand, and margin targets to support pricing decisions across a changing catalog.
The scope
From the problem to a working system.
The scope covers delivery and handover. Ongoing operation can be arranged separately if you want me to keep running it with you.
- Discovery and written requirements
- System architecture based on your workflow
- Production code in Python or TypeScript
- AI model integration suited to the task
- Connections to your existing tools and data
- Testing, deployment, and documentation
- Two weeks of post-launch support
- Knowledge transfer to your team
Before we talk
A few useful answers.
Will it work with our existing tools?
Most projects connect to the systems you already use, including Shopify, Salesforce, HubSpot, databases, or custom APIs. I check the integration requirements during discovery.
How long does a project take?
A first version typically takes 4 to 8 weeks. More complex work across several systems can take 8 to 12 weeks. The scope and timeline are agreed before the build.
What happens after launch?
Two weeks of support and knowledge transfer are included. If you want continued operation and improvement, that is a separate ongoing engagement.
What technology do you use?
Python and TypeScript, with Next.js for web applications. I use models such as Claude, GPT, and Gemini where they fit. Hosting can be on Vercel, AWS, or your own cloud.