Learning #3 in the Cognite scale-up series highlights the delicate balance between optimizing for immediate velocity and long-term scalability. Iterative learning underpinned by structured processes is key to managing constant change. As startups grow, roles become more defined, requiring a fine balance to avoid stifling innovation with excessive structure. Customer value, managed dependencies, and a blend of thoroughness with agility ensure sustainable growth. Organizational velocity is as much about alignment and planning as it is about empowerment and adapting to trade-offs between team independence and overarching strategies.
agile
Learnings From Scaling a Product Engineering Organisation to 280 People – Part 3 (of 5)
Learning #2: Build Processes and Culture for Continuous Change In the previous article in this series, I covered learning #1- Always Be On Your Way. I wrote about how easy it is to get stuck in “how things should be done” instead of focusing on the unique challenges you have here and now. In my […]
Learnings From Scaling a Product Engineering Organisation to 280 People – Part 2 (of 5)
Cognite has experienced significant growth and learned valuable lessons about product organization. Key insights include the importance of journeying towards an ideal organization, balancing velocity and scale, and requiring a unified operating model. The company stresses solving current problems rather than debate ideal methods. Their experience highlights that successful product organization adapts to its specific circumstances, pulling from diverse methods and personnel strengths. Premature structure and process implementation can limit productivity. Instead, a problem-focused, action-oriented approach is advised for handling continuous change.
Learnings From Scaling a Product Engineering Organisation to 280 People – Part 1 (of 5)
Follow me on Twitter/X @GregerWedel Back two years ago, I wrote a blog post on the principles and biggest pitfalls of scaling a product organization charged to build a unified and complex product. Naturally, being employed at Cognite, what I had in mind was the Cognite Data Fusion platform product and its ~280 people product […]
How to Scale a Product Engineering Organisation?
There is plenty of good product management literature out there, but if you want to scale a large product engineering organisation, you mostly find the agile scaling frameworks. One of the most visible advocates for building innovative high-tech products that delight customers, Marty Cagan, slashed out at these frameworks in June 2021 offering little hope […]





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