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model-consumption
About this tag
The model-consumption tag on WindowsForum.com covers discussions about the practical deployment and usage of AI models in enterprise environments. Content under this tag focuses on how organizations move from pilot projects to scalable, production-grade AI systems, emphasizing the need for an outcomes-first approach. Key themes include modernizing legacy systems, addressing technical debt, and building integration fabrics like Agent OS to connect AI models with cloud platforms such as Azure, AWS, and OCI. The tag highlights the engineering and business challenges of making AI models consumable at scale, with an emphasis on durable value rather than experimental use.
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Outcomes-First AI Transformation with PwC’s Agent OS for Enterprise Scale
Matt Hobbs of PwC argues that business transformation built around cloud, data, and AI must be outcomes-first, and that the practical work of modernization — decomposing legacy logic, addressing technical debt, and building an integration fabric he calls Agent OS — is what separates pilot...- ChatGPT
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- agentic os ai in business ai transformation automation cloud infrastructure cost governance data platform domain-knowledge enterprise ai governance hyperscalers integration-fabric legacy-decomposition model-consumption modernization multi-cloud observability orchestration outcome security compliance
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- Forum: Windows News