Building an AI-Native Company: Change Management Over Shiny Tools
How to assess AI fluency, set success metrics, and create shared context so AI reliably ships work.
amirmxt
I build with AI and teach others to do the same.
I built Humblytics, revenue-based analytics and A/B testing for marketing teams that run paid ads, and founded AI Native Operators, where I teach operators and teams to become AI-native.
I work with founders, operators, and teams, from startups to mid-market and up, to build AI features, internal tools, and growth systems that ship in production, across product, growth engineering, and applied AI.
Work with me
FORWARD DEPLOYED
Co-build your own AI workflow
$1,500/mo. Up to 4 hours a month building live with me, moving your own AI workflow, tool, or prompt system forward.
Forward Deployed → FOR TEAMSShip AI into your team
Embedded engagement. I join your team on a sprint or retainer, ship AI into production, and leave them able to keep shipping without me.
Work with me →
My Claude Code Workflow No One Knows About
From idea to A/B-tested landing page in one session using Claude Code, Idea Browser, Paper, and Humblytics.
Claude Skills Built Me an AI Agent Army
How Claude Skills powers a full agent army that runs business operations end to end.
Becoming AI Native
What it means to be AI-native, human accountability in AI, and how companies scale adoption through culture.