AI & Automation
Commerce-focused AI — product discovery, enrichment, support deflection, and ops workflows that move the needle.
Technical Specification
AUTO.FLOW
Primary Stack
LLM / AGENTS
- AI-ready site and content audits
- Product enrichment and discovery workflows
- Support and ops automation tied to your catalog
- Search and AEO readiness for the AI era
AI That Serves the Business
We don’t bolt on chatbots for novelty. We apply AI and automation where they improve commerce and website outcomes — discovery, content quality, support load, and operational speed.
Commerce Outcomes We Target
- Product discovery: Smarter search, recommendations, and catalog experiences customers actually use.
- Catalog enrichment: Descriptions, attributes, and SEO/AEO metadata at scale without sacrificing brand voice.
- Support deflection: Assistants grounded in your product data — accurate answers, fewer tickets.
- Ops automation: Repeatable workflows that reduce manual CSV, tagging, and triage work.
Start With Clarity
Not every site is ready for AI-era discovery. Run our free AI readiness audit to see where technical health, content, UX, and search leave you exposed — then we’ll map the right automations to your stack.
How We Implement
We use modern LLMs and retrieval patterns integrated into your existing website or commerce platform — with guardrails, human review where it matters, and measurement against real business metrics.
Ready to start this build?
Tell us about the site or storefront you need — we’ll map the right engagement.