After 10+ years as a Senior Product Manager specializing in AI-powered products, I've seen a pattern: companies buy expensive AI tools that promise the world, but teams never adopt them.
Why? Because they require changing workflows, learning new interfaces, and leaving the tools people already know.
So I started building differently.
I combine deep technical understanding of AI capabilities with product thinking to create solutions that meet users where they are. An AI assistant in your Slack workspace. A chatbot that integrates with your CRM. Automated workflows in Microsoft Teams.
The result? Teams that actually use AI because it fits seamlessly into their daily work.