This three-part Expert Exchanges series, hosted by Constance Sayers from ERP Today, explores how organizations are navigating AI-led transformation in partnership with Oracle Cloud and IBM Consulting. Across the episodes, a consistent set of themes emerges: AI is elevating traditionally back-office functions — HR, supply chain, and cloud infrastructure — into strategic enterprise priorities. IBM’s “Client Zero” approach, where IBM applies AI solutions internally before bringing them to clients, serves as a through-line across all three conversations, lending credibility and real-world lessons to the advice being shared. Experts consistently emphasize that successful AI transformation starts not with technology, but with clean data, simplified processes, and a clear vision of where AI can deliver measurable value. The series makes clear that organizations which invest thoughtfully in the right cloud foundations, data architecture, and agentic workflows today will be best positioned to compete in the years ahead.
Episode 1 — Making Cloud Infrastructure Strategic with Kankayan Sengupta
Kankayan Sengupta from IBM Consulting explains how cloud infrastructure has evolved from a back-end technical concern into a defining element of enterprise AI strategy. He walks through how AI has changed every layer of the infrastructure stack — compute, networking, storage, governance, and cost modeling — and shares IBM’s Client Zero results, including an “Ask HR” solution that resolved 94% of employee queries autonomously and reduced HR operational costs by 40%. The conversation covers key decision frameworks around cloud topology, data readiness, and the organizational and operating model changes that cloud adoption demands. Kankayan closes with a forward-looking view spanning intelligence orchestration, AI memory, small language models, multimodal AI, and edge AI — trends that will reshape enterprise infrastructure over the next three to five years.
Episode 2 — Building Resilient, Intelligent Supply Chains with Luis E. Sanchez
Luis Sanchez, IBM Consulting’s global Oracle Supply Chain lead, examines how the COVID-19 pandemic reshaped supply chain thinking — and how AI is now accelerating that strategic shift. He frames supply chain challenges as fundamentally math problems (balancing supply, demand, cost, and speed), and explains how AI’s ability to run simulations, surface trade-off recommendations, and compress reaction time is transformative for planners. Drawing on IBM’s own complex hardware supply chain as a Client Zero example, Luis advises organizations to resist the urge to boil the ocean: start with one or two high-impact use cases, operationalize them quickly, and use those wins to build internal momentum for a broader three-to-five year AI roadmap.
Episode 3 **COMING SOON!**— Reimagining HR and the Future of Work with Jen Basco
Jen Basco, IBM Consulting’s global lead for Oracle HR, discusses how AI is repositioning HR from a back-office function to a core strategic driver. She walks through IBM’s “eliminate, simplify, automate” methodology and explains why process clarity must come before AI deployment. Recruitment and talent management are the areas seeing the most adoption today, with practical AI agents — handling policy questions, payslip explanations, and leave balances — serving as strong starting points for building organizational momentum. Jen closes with a forward-looking view: within 18 months, single-task agents will evolve into fully orchestrated, cross-platform agentic workflows where employees ask a question and AI handles everything behind the scenes.
