ai.
i build AI infrastructure that connects your whole stack. not one tool at a time.
how i use it
what i'm excited about is building things that scale. connecting the tools you already use so AI can work across all of them. collecting data, synthesizing it, and acting on it. infrastructure that runs.
- data infrastructure. connecting your existing tools into a single queryable layer
- AI agents. task-specific agents that query data, generate reports, and write back to tools automatically
- workflow automation. triggered, structured automations built around how your team already operates
- briefing systems. account briefs, risk alerts, and digests generated automatically on a schedule
tools
whatever you're already using. meeting tools, CRMs, messaging platforms. the architecture adapts to your stack.
in practice
churned.io. AI data brain →unified intelligence layer connecting meeting recordings, CRM, and messaging into automated CSM workflows, risk alerts, and account briefs.
this page is intentionally short. if you want to talk AI infrastructure, get in touch.