AVEVA, IMD Warn of Digital Ecosystem Gap Despite Industrial AI Push

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Caspar Herzberg, CEO, AVEVA

Industrial software maker AVEVA and Swiss business school IMD have released a new global report showing that while companies increasingly view digital ecosystems as critical to future competitiveness, most still struggle to share data effectively across partners and supply chains.

The inaugural Industrial Intelligence Report on Digital Ecosystems and the Future of Connected Industries, unveiled at AVEVA World 2026 in Milan, surveyed more than 275 senior executives across 12 industries. The findings highlight growing demand for connected industrial operations powered by artificial intelligence, operational technology and data-sharing platforms.

According to the report, 74% of executives consider digital ecosystems a top strategic priority, yet only 27% said their organizations share data substantially or extensively with ecosystem partners. Researchers identified legacy infrastructure, integration complexity and weak governance frameworks as key barriers slowing adoption.

The study defines “industrial intelligence” as the organizational capability to integrate operational technology (OT), information technology (IT) and artificial intelligence (AI) to support connected, data-driven decision-making across industrial ecosystems.

The report argues that companies are increasingly turning to digital ecosystems to address mounting operational pressures, including supply-chain volatility, decarbonization targets and the need for faster innovation.

“Understanding why that gap persists, and how organizations are beginning to close it, has become a strategic imperative for success in today’s volatile operating environment,” the report said.

AVEVA Chief Executive Officer Caspar Herzberg said the partnership with IMD aims to establish practical frameworks for companies seeking to transition from siloed operations to ecosystem-driven business models.

“With this collaboration with IMD, our ambition is not merely to understand the motivations behind the move to digital ecosystems, but to define the frameworks, competencies and leadership practices that will concretely enable companies to transcend silos and build more adaptive, ecosystem-driven operating models,” Herzberg said.

Michael Wade, Director of IMD’s Global Center for Digital and AI Transformation, said companies should prioritize governance and organizational learning ahead of purely technological considerations.

“Governance, integration and learning matter more right now than algorithms,” Wade said. “The next phase is about converting that foundation into strategic advantage through better data sharing, coordination, clearer roles and more deliberate leadership.”

The report also includes case studies from organizations including the Port of Rotterdam and Australia’s Kwinana industrial region, examining how industrial operators are using connected systems to improve coordination and operational resilience.

AVEVA, headquartered in Cambridge, UK, provides industrial software and AI-enabled platforms used by energy, manufacturing and infrastructure companies worldwide. The company says more than 90% of leading industrial enterprises use its technologies.

IMD, based in Lausanne, Switzerland, is a global business school focused on executive education and digital transformation research.

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Sam Wakoba
Based in Nairobi, Kenya, Sam is a pan-African technology journalist, author, entrepreneur, technology business mentor, judge, educationalist, and a sought-after speaker and panelist across Africa’s innovation ecosystem. He is the convenor of the popular monthly #TechNight evening event and the #StartupEast Awards and Conference, platforms that bring together startup founders, developers, entrepreneurs, investors, content creators, and tech professionals from across the continent. For more than 16 years, Sam has reported on and analysed Africa’s technology landscape, covering some of the continent’s most impactful, and at times controversial policies, programs, investors, co-founders, startups, and corporations. His work is known for its independence, depth, and fairness, with a singular goal of helping build and strengthen Africa’s nascent technology ecosystem. Beyond journalism, Sam is a business analyst and consultant, working with brands, universities, corporates, SMEs, and startups across East Africa, as well as international companies entering the East African market or scaling across Africa. In his free time, he volunteers as a consulting editor and fintech analyst at Business Tech Kenya, a business, technology, and data firm that publishes reports, reviews, and insights on business and technology trends in Kenya. Follow him on X: @SamWakoba