Building Self-Improving Workflows
We're bringing reinforcement learning out of research labs into real business operations. Starting with digital agencies, expanding to any workflow that makes repetitive optimization decisions.
Better Every Month
Static automation saves time once. Self-improving workflows compound over time.
Classical
Workflows
Self-Improving
Workflows
How it works
Continuous learning through reinforcement creates workflows that improve with every iteration.
Execute
Deploy workflows that run autonomously, making real-time optimization decisions based on learned patterns.
Learn
Continuously analyze outcomes and performance metrics to understand what drives success in your workflows.
Improve
Automatically refine decision-making strategies, getting better each month without manual intervention.
pi-automate
Campaign optimization automation for digital agencies. Save 8 hours per week, running with real agencies on real campaigns.
Who is building
Research engineers and operators turning reinforcement learning theory into practical business solutions.
Jochen
Strategy & Tech
Technical vision meets business strategy. Thinks about what to build for a future that's starting to emerge.
Mehmet
Tech & Research
Research depth meets engineering discipline. Builds self-improving systems that scale in the real world.
Urs
Sales & Operations
Outbound energy meets structural thinking. Shapes early signals into repeatable motion.
Mehdi
Research
Researches today what ships tomorrow. Keeps RL grounded in real business constraints.
Interested in collaboration?
We're building the future of self-improving workflows. Let's talk about how we can work together.