Different teams.
Same missing role.
From product decisions to technical implementation. Here’s how I’ve worked with teams that needed someone to connect the two.

Turning Forbes journalism into interactive AI products
I built an AI money coach and a personalized story feed, giving readers new ways to explore Forbes’ content.

Custom software for an AI-native agency
I built Contentool, custom software that automates 80% of Brand Harvest’s manual content work and helps the agency deliver better work for its clients.

AI Pastier: branding expertise you can talk to
We built AI Pastier, a viral voice agent based on Michal’s branding expertise. A seven-day test week recorded 235 calls and 28.5 hours of consulting.
Michal PastierView project 
Building an AI ad manager that puts plans into action
My autonomous AI agent helps SMB owners manage paid campaigns without ad expertise and agencies deliver more client value without adding headcount.
DelegentoView project Know what you want to improve,
but not how to build it?
Tell me where your team is stuck. We’ll work out whether I’m the right person to help and what the first step could look like.