Industrial data platforms come in many shapes and levels of maturity. The real challenge goes beyond choosing the “right” platform—it's how organizations enable teams to work with what they have.

In this session, experts from CTS Group and Aspen Technology explore how industrial data initiatives evolve in practice and how roles, responsibilities and organizational decisions determine whether they accelerate the business or slow teams down.

Drawing on hands‑on experience across regulated and production‑critical industries, the presenters will highlight recurring patterns they see as industrial data solutions grow from initial scripts and integrations to enterprise‑scale capabilities. Rather than focusing solely on tools, they will examine how solution structure, ownership and enablement influence:

• Time-to-market and standardization through pragmatic architecture patterns
• Adaptability when conditions change by designing for evolution, not just deployment
• Self-service at scale without dependencies via reusable, testable building blocks

Register to hear an industrial solution architect’s perspective on designing data platforms that teams can truly work with, build upon and evolve over time.