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... strategies and modelling), scenario planning and strategies for process automations. Led the foundational S&OE process strategy as well and collaborated in the Control Tower planning. Before that Ingrid led the Regional Planning COE for Latin America implementing a Regional S&OP, Central Modelling Analytics ...
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... longer be overlooked. In today’s turbulent environment, we face risks from both unchecked technological optimism and an excessive focus on potential threats. Hype, whether fueled by AI, emerging technologies, geopolitical shifts or headline-making cyberattacks, can undermine strategic objectives and disrupt ...

Analyst(s):   Christine Lee   |   Chiara Girardi
Research Jul 2026
... Access Insights Already a Gartner client? Monolithic delivery models fail to scale complex agentic AI workflows. Product leaders at managed service providers should decouple operations into modular multiagent systems to de-risk and successfully deploy autonomous AI service modules. Overview Strategic ...

Analyst(s):   Khurram Shahzad   |   Pablo Arriandiaga
Research Jul 2026
... data and technology fragmentation. By shifting focus from variance analysis to proactive decision intelligence, using resilience metrics, scenario modeling, and commitments to action, FP&A improves business decisions. Gartner Recommended Reading Gartner Insights Abstract ...

Analyst(s):   Silvia Pontini
Premium Research Jul 2026
... are becoming the new baseline for ubiquitous mobile coverage. They bring five major disruptions for CSPs, challenging existing business and operating models and creating new opportunities. Insights at a Glance Strategic Planning Assumption Issue Context Impact Brief Implications Gartner Recommended Reading ...

Analyst(s):   Khurram Shahzad   |   Bill Ray
Research Jul 2026
... Access Insights Already a Gartner client? Building on the client-boundary model, clean-room learning becomes operational proof. Providers must separate local and reusable learning, govern federated or nonfederated artifacts, and demonstrate that client IP is not used through governed execution fabrics ...

Analyst(s):   Alastair Woolcock
Premium Research Jul 2026
... AI will expose weak GCC vendor models. Providers tied to labor-linked delivery, rate cards and pilots risk revenue compression, as AI reduces FTE demand; winners will monetize governed execution, workflow redesign, AI operations and outcome economics. Insights at a Glance Strategic Planning Assumption ...

Analyst(s):   Ganesh Ramamoorthy
Premium Research Aug 2026
... Network designs built for full-site failover may not support newer business continuity models, such as partial application recovery or cloud-based DR. Heads of I&O should use this research to align network capabilities with business recovery aspirations. Insights at a Glance Issue Impact More Detail ...

Analyst(s):   Ron Blair   |   Jorge Aragon   |   Shriya Mehrotra
Premium Research Sep 2026
... Agentic commerce is expanding commerce from traditional, human-centric business models to dynamic, nondeterministic flows powered by AI and enabled through agents. Agentic commerce is already demonstrating tangible outcomes that CIOs should understand and leverage to help their businesses thrive. Insights ...

Analyst(s):   Reuben Harwood   |   Robert Hetu
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