Colaborix Cognitive Production System (CCPS)
Inspired by Toyota Kata for AI Adoption The operating system for human work in the AI era. Executive Summary Colaborix Cognitive Production System (CCPS) is a continuous improvement learning method designed to develop stable, embodied AI capabilities in individuals and teams. Instead of focusing on tools or one-off skills, the method systematically transforms how people learn, work, reflect, and adapt in the presence of AI. The framework integrates: Toyota Production Syste
Peter Stefanyi
4 days ago3 min read
What Really Makes Teams Perform
Dr.-Ing. Peter Chvojka, Colaborix GmbH January 2026 Many leaders still try to improve team performance by training harder, motivating more, or introducing new tools. But decades of research tell a different story: performance rarely changes unless the system teams work within is designed to support it . Our founder, Peter Stefanyi, recently reviewed academic and applied research on team effectiveness and organizational interventions. Two themes stood out clearly and they chal
Peter Chvojka
6 days ago3 min read
How to Bypass the 5 AI Adoption Blockers
How to Bypass the 5 AI Adoption Blockers
For many people and business leaders, artificial intelligence feels like a paradox. On the one hand, it promises dramatic gains in productivity, speed, and insight. On the other, despite pilots, tools, and training sessions, real adoption often stalls. Teams experiment, leaders approve budgets, and yet the organization never quite crosses the threshold from curiosity to capability.
Paul Gossen
Jan 204 min read
Colaborix Pilot: Proof in the Real World
AI adoption only scales in an environment where trust abounds. This is Part 4 in our series on the Colaborix Pilot Study . Here is the rest of the series: Part 1 , Part 2 , and Part 3 .) Earlier this year, we met a project manager named Elena who had been asked to “lead AI adoption” after Microsoft Copilot rolled out across her division. Her team had done what most organizations ask of them. They completed the training. They attended the kickoff. They had the tools. And still
Candice McGarvey
Dec 16, 20252 min read
Unlocking AI Adoption: Colaborix's Proven Methodology
In today's rapidly evolving technological landscape, the adoption of artificial intelligence (AI) has become a crucial factor for organizations aiming to stay competitive. However, many businesses struggle with integrating AI into their operations effectively. Colaborix has developed a proven methodology that simplifies this process, ensuring that companies can harness the full potential of AI. This blog post will explore Colaborix's approach, providing insights and practical
Paul Gossen
Dec 6, 20255 min read
