From Project to Platform: How Change Management and Community Unlock Streaming at Scale
Many enterprises deploy Kafka and Flink, but few scale data streaming globally. The bottleneck isn't technology, it's change management. Drawing on lessons from BMW Group, Allianz, and Siemens, this session explores "interiorization": turning a technical tool into a strategic service teams love. Learn how internal communities, clear ownership, and effective storytelling overcome adoption stalls. We provide practical patterns for architects and leaders to move beyond POCs and build a living, organization-wide streaming capability.
Target Audience: Service Owner Teams, Platform Owners, Data Leaders, CIOs, IT Management, Change Architects
Prerequisites: none
Level: Basic
Extended Abstract:
Many enterprises successfully deploy Apache Kafka and Apache Flink, but far fewer manage to scale data streaming beyond isolated projects. The reason is rarely missing technology. Instead, platforms stall because change management and internal enablement are treated as afterthoughts.
In this short session, we share concise lessons from working with large enterprises such as BMW Group, Allianz, and Siemens, where early streaming success created an urgent need for internal alignment, visibility, and community building. We introduce the concept of interiorization: the moment when a data streaming platform shifts from a technical solution to a strategic internal service that teams actively adopt, promote, and build upon.
This talk highlights the organizational patterns that enabled scale: creating internal communities of practice, establishing clear ownership through platform teams, and using consistent internal narratives to make streaming relevant beyond IT. We show how early use cases, when communicated effectively, can become catalysts for cross-team adoption and executive support.
Key Learnings:
- Why most streaming initiatives stall after initial success
- How community building accelerates adoption across teams
- What signals indicate readiness to scale beyond projects
- How internal storytelling supports technical platforms
- Practical change-management patterns for streaming platforms
This session is designed for architects, platform owners, and data leaders who want to move beyond proof-of-concepts and turn streaming into a living, organization-wide capability, by addressing the human side of platform adoption.
Passionate about communication, positioning and branding of technology
Evi was already studying the influences of communication during her studies in phonetics and psycholinguistics. Today, she puts these theories into practice as a passionate marketer in the IT industry, with a focus on account-based marketing and strategic technology positioning within enterprises through community building. Working as the Global Lead, Demand Generation and Expansion at Confluent, she develops and executes marketing strategies based on successful data streaming use cases across industries.
