CASE
Data platform transformation & capability transfer
How AI Roots helped Lowell accelerate its cloud data platform transformation while building lasting internal capability
When Lowell began migrating its data to a new cloud platform in February 2025, the objective was clear: modernize the technology while building strong internal capabilities. Reducing long-term dependency on external support was a key priority. To ensure a smooth transition, Lowell partnered with AI Roots.
AI Roots provided experienced consultants who combined deep technical expertise with a pragmatic, people-first approach. What started as a cloud migration evolved into a broader transformation of ways of working and data capabilities.
AI Roots provided experienced consultants who combined deep technical expertise with a pragmatic, people-first approach. What started as a cloud migration evolved into a broader transformation of ways of working and data capabilities.
From uncertainty to confidence in the cloud
The project began with moving data to a new cloud environment. Beyond the technical migration, a central focus was enabling Lowell’s internal teams to succeed in the new setup.
AI Roots delivered, Tommi Reinikainen to work hands-on with Lowell’s data engineers, combined with coaching and practical implementation. Through clear structures, documentation, and daily collaboration, he helped the team move from initial uncertainty to confidence in operating the new platform. As internal expertise strengthened, his role gradually decreased as was intended from the beginning.
Once the foundation was in place, AI Roots brought in another expert, Mikko Virtala, to design the reporting architecture and accelerate dashboard development. By defining a clear reporting structure and guiding developers in implementation, he shortened development cycles and improved focus. His structured and calm communication style helped align technical and business perspectives.
AI Roots delivered, Tommi Reinikainen to work hands-on with Lowell’s data engineers, combined with coaching and practical implementation. Through clear structures, documentation, and daily collaboration, he helped the team move from initial uncertainty to confidence in operating the new platform. As internal expertise strengthened, his role gradually decreased as was intended from the beginning.
Once the foundation was in place, AI Roots brought in another expert, Mikko Virtala, to design the reporting architecture and accelerate dashboard development. By defining a clear reporting structure and guiding developers in implementation, he shortened development cycles and improved focus. His structured and calm communication style helped align technical and business perspectives.
Building independence, not dependency
The most significant outcome has been the successful transfer of competence to Lowell’s internal team.
Today, Lowell’s data engineers confidently manage the cloud platform and data pipelines. The structured ways of working introduced during the project have become embedded in daily operations. External consultants were never meant to be a permanent solution — their role was to enable independence.
AI Roots’ support has positioned Lowell to continue developing its data platform and reporting capabilities autonomously, while maintaining access to targeted expertise when needed.
Today, Lowell’s data engineers confidently manage the cloud platform and data pipelines. The structured ways of working introduced during the project have become embedded in daily operations. External consultants were never meant to be a permanent solution — their role was to enable independence.
AI Roots’ support has positioned Lowell to continue developing its data platform and reporting capabilities autonomously, while maintaining access to targeted expertise when needed.
A trusted and seamless partnership
The collaboration with AI Roots began through recommendation and moved forward quickly. From the start, there was strong alignment on both technical goals and broader business objectives.
We initially looked for support in migrating to a new cloud platform, but what we gained was much more. AI Roots didn’t just provide technical expertise — they helped us build confidence, structure, and internal capability. The collaboration has been seamless, and the impact is visible in how independently and effectively our team operates today.
Eeva Karppinen, Nordic BI Manager
Lowell
