What happens when a single enterprise is running on dozens of incompatible systems, speaking dozens of different data dialects? Our team set out to find out, taking on a data fragmentation challenge that spanned multiple sites, systems, vendors and protocols.

Watch this interview with Ryan Halyk, Product Manager for AspenTech Inmation, recorded live on the show floor at ProveIt! 2026.

Industrial operations generate massive amounts of data—and turning it into fast, confident decisions has never been more critical.

Industrial organizations are increasingly focused on making operational data accessible across plants, business units and cloud initiatives—yet many data platforms struggle to scale without introducing complexity, cybersecurity risk and high operational overhead.

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.

Oil production and processing facilities across Asia face mounting pressure: aging infrastructure, rising water cuts, variable feedstocks, and stringent energy and reliability targets.

Attend OPTIMIZE 26 (May 11-14) to hear case studies and best practices from industry leaders at the event such as Cabot, Con2Scale, CTS, Infineum, Inmize, Stellix, Takeda and TotalEnergies.

Attend OPTIMIZE 26 (May 11-14) to hear case studies and best practices from industry leaders at the event such as ADM, Albamarle, Equinox, James Hardie, Reliance, Motiva and Bharat Petroleum.

Oil refineries are complex operations with tight margins, constantly adapting to changing crude types and product demands. Rigorous process simulation software like Aspen HYSYS® provides vital insights to manage these challenges effectively.

Industrial leaders understand that AI success depends on more than algorithms, it requires a strong, connected data foundation. While purpose-built Industrial AI can deliver value on its own, organizations that effectively manage and contextualize data are better positioned to scale impact and sustain competitive advantage.