OPTIMIZE 26 entered its home stretch on Thursday following a memorable and insightful week out here in Houston. That's as the last of the event's 150+ sessions concluded and gave way to software training days.
Over the course of an engaging week, the Oilholic had both on and off-record conversations about the energy industry's embrace of agentic AI.
It appears to be the inexorable direction of travel for an industry that's been talking about it quite loudly since 2023. In fact, industrial AI has become routine, and companies are going from reactive to proactive mode.
AI-assisted recommendations are getting embedded directly into operations. But many executives from ExxonMobil to Versalis, TotalEnergies to Repsol also called for sensible, pragmatic and targeted AI deployment at OPTIMIZE and urged caution on the hype.
To put it in the word's of one senior executive - "go for technology initiatives and implementation where there is a real need to create value, not for the sake of it." One such arena is AI-driven asset performance management.
That's where the latest technology has moved the needle considerably via operators' co-developed solutions with industrial software vendors like AspenTech. Many sessions at OPTIMIZE offered case studies of operator-vendor collaboration resulting in tangible throughput gains for major energy, chemicals and pharmaceuticals plant operators, nearly 2,500 of whom AspenTech counts among its core users' group.
Over the last 15 months, such collaboration, feedback and software development is what led to the launch of AspenTech's AVA AI earlier this week, with the platform offering "agentic, domain-aware AI capabilities," according to the company's CTO and a name familiar with the readers of this blog - Claudio Fayad.
Alongside his peers and customers, the AspenTech CTO also emphasised on the critical importance of quality data, its gathering, management and governance that underpins AI tools, as well as the multi-billion dollar market for data fabric solutions. Speaking of which, here's is yours truly's latest Forbes piece where you can read all about it.
"Ultimately, both our customers and us are striving for operational agility based on intelligent software-enabled decision making. The need for this is growing in today's volatile climate where operators face uncertainties on input costs, and various other challenges from interest rates to skill gaps."
Fayad also said that the cycle of software product enhancements and updates is also getting shorter by each passing year.Unsurprisingly, the role and deployment of quality data and AI featured throughout the event's process industries content stream across executive leadership, concurrent engineering, control & optimize, planning & scheduling, manufacturing execution and supply chain management, subsurface science & engineering and asset performance management conference tracks.
And as the end of the week approached, OPTIMIZE 26 drew to a spectacular close with an event finale at Houston's Daikin Park where attendees had a great evening seeing the home baseball team Houston Astros take on the Seattle Mariners.
That's a wrap from OPTIMIZE 26 and Houston folks! More musings to follow soon. Keep reading, keep it here, keep it 'crude'!

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