Practical AI that does real work — not a demo.
I add AI where it earns its keep: assistants grounded in your own data, document and content workflows, and automations that remove busywork. The focus is on features that ship and stay reliable — with sensible guardrails, cost control, and a clear fallback when the model isn't sure.
Assistants & chatbots
Conversational features wired into your product, grounded in your content with retrieval (RAG).
Document & data workflows
Summarize, extract, classify, and route — turning piles of text into structured, usable data.
Automation
Connect the tools you already use so repetitive steps happen on their own, reliably.
Guardrails & cost control
Sensible limits, monitoring, and graceful fallbacks so AI features stay dependable and affordable.