[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"$fstaf9PTcz2GSOjDwwFy3UrM-xjn7-U1RHblt0PzJ1ZQ":3},{"locale":4,"topic":5,"relatedTrends":90},"en",{"topic":6,"slug":7,"canonicalSlug":7,"topicAliases":8,"nicheKey":16,"nicheName":17,"nicheNameEn":17,"nicheIcon":18,"country":19,"countries":20,"agentKey":21,"score":22,"type":23,"isFresh":24,"isPublic":25,"detectedAt":26,"sources":27,"evidence":85},"Enterprise platform requirements for scalable agentic AI deployment","enterprise-platform-requirements-for-scalable-agentic-ai-deployment",[9,10,11,12,13,14,15],"Enterprise platform requirements for running agentic AI at scale","Enterprise platform requirements to run agentic AI at scale","Enterprise platform requirements to deploy agentic AI at scale","Enterprise platform requirements for scaling and running agentic AI","Enterprise infrastructure requirements for deploying agentic AI at scale","Enterprise platform requirements for running scalable agentic AI","Enterprise platforms and infrastructure for running agentic AI at scale","ai-engineering","AI Engineering & LLM Ops","⚙️","IT",[19],"ai-engineering-IT",100,"spiking",true,false,"2026-07-29T12:05:46.897Z",[28,34,40,45,50,55,60,65,70,75,80],{"title":29,"url":30,"domain":31,"snippet":32,"content":33},"Building the enterprise environment for agentic AI","https:\u002F\u002Fwww.technologyreview.com\u002F2026\u002F07\u002F27\u002F1140668\u002Fbuilding-the-enterprise-environment-for-agentic-ai\u002F","technologyreview.com","Outlines the enterprise infrastructure needs for agentic AI, including CPU capacity, resilient data access, policy-aware tool use, observability, memory, and scalable planning.","Sponsored\n\nProvided by\n\n](https:\u002F\u002Fwww.intel.com\u002Fcontent\u002Fwww\u002Fus\u002Fen\u002Fhomepage.html)\n\nFor the enterprise, the promise of agentic AI is much more than just a better chatbot. It is software agents that execute business tasks end-to-end across people, business workflows, data, and systems. The platform best-suited to run agents is built with proper CPU capacity, resilient data access, policy-aware tool use, observability, memory management, and the ability to predictably plan and scale agents.\n\n!\nTo better understand some of these dependencies, Intel performed thousands of agentic AI workload experiments. Our initial findings create and support five practical lessons for enterprise leaders:\n\n1.   Agentic AI is a larger systems problem, not just one of inference.\n2.   The majority of existing agentic AI harnesses are limited and do not measure overall system performance.\n3.   Plan capacity is done using agents per virtual CPU (vCPU) density, not agent count.\n4.   Monitor agent task latency, not just average CPU utilization.\n5.   Default to scale-out for systems hosting agents. Reserve scale-up for workloads with heavier per-agent compute or architectural constraints.\n\nAgentic AI is more than LLM inference. Its enterprise value depends on the full system, task orchestration, data access, tool execution, latency management, governance, and scalable infrastructure. An agent is a goal-driven automated enterprise workflow process: It plans a multi-step task, calls tools, reads results, an",{"title":35,"url":36,"domain":37,"snippet":38,"content":39},"MiTAC Computing Advances Agentic AI Infrastructure with 6th Gen AMD EPYC™ Server CPUs","https:\u002F\u002Fwww.tradingview.com\u002Fnews\u002Fprnewswire:4a5fee7f8e350:0-mitac-computing-advances-agentic-ai-infrastructure-with-6th-gen-amd-epyc-server-cpus\u002F","tradingview.com","SAN FRANCISCO, July 24, 2026 \u002FPRNewswire\u002F -- MiTAC Computing Technology Corp., a global leader in high-performance, energy-efficient server solutions and a...",null,{"title":41,"url":42,"domain":43,"snippet":44,"content":39},"Cognizant launches EMEA AI Unit to help enterprises scale agentic AI adoption | Corporate","https:\u002F\u002Fwww.eqs-news.com\u002Fnews\u002Fcorporate\u002Fcognizant-launches-emea-ai-unit-to-help-enterprises-scale-agentic-ai-adoption\u002F240d51ec-2d67-4a54-95c0-4bdaf1b28511_en","eqs-news.com","Unit will provide fit-for-purpose teams that can help clients build the bridge from AI pilots to scalable outcomes. LONDON, July 28, 2026 \u002FPRNewswire\u002F...",{"title":46,"url":47,"domain":48,"snippet":49,"content":39},"Arun Pratap Singh: Enterprise AI & analytics professional contributing to data intelligence through research, evaluation, and industry work","https:\u002F\u002Fwww.digitaljournal.com\u002Farticle\u002Farun-pratap-singh-enterprise-ai-analytics-professional-contributing-to-data-intelligence-through-research-evaluation-and-industry-work\u002F","digitaljournal.com","Artificial intelligence is no longer a future consideration for enterprises; it is increasingly becoming part of everyday business operations.",{"title":51,"url":52,"domain":53,"snippet":54,"content":39},"Schneider Electric","https:\u002F\u002Fvia.ritzau.dk\u002Fpressemeddelelse\u002F15060157\u002Fschneider-electric?publisherId=90446&lang=en","via.ritzau.dk","Schneider Electric and AMD release first Helios platform reference design to accelerate AI Factory deployment.",{"title":56,"url":57,"domain":58,"snippet":59,"content":39},"VCI Global Launches VGAIN Cloud, A Post-Quantum-Ready Sovereign AI Cloud Platform in Malaysia","https:\u002F\u002Fwww.globenewswire.com\u002Fnews-release\u002F2026\u002F07\u002F23\u002F3332146\u002F0\u002Fen\u002Fvci-global-launches-vgain-cloud-a-post-quantum-ready-sovereign-ai-cloud-platform-in-malaysia.html","globenewswire.com","New AI Cloud Platform to Deploy NVIDIA Blackwell-class GPU and Intel-Powered CPU Systems, with Architecture Designed to Scale to Up to 1000 GPUs Across...",{"title":61,"url":62,"domain":63,"snippet":64,"content":39},"Liqid Unveils Massive Scale-Up AI Platform Powered by AMD Instinct MI350P GPUs","https:\u002F\u002Fwww.hpcwire.com\u002Faiwire\u002F2026\u002F07\u002F24\u002Fliqid-unveils-massive-scale-up-ai-platform-powered-by-amd-instinct-mi350p-gpus\u002F","hpcwire.com","WESTMINSTER, Colo., July 24, 2026 — Liqid has announced a strategic collaboration with AMD to deliver next-generation AI infrastructure solutions built...",{"title":66,"url":67,"domain":68,"snippet":69,"content":39},"Cognizant's EMEA AI Unit Helps Turn Pilots Into Production","https:\u002F\u002Fwww.stocktitan.net\u002Fnews\u002FCTSH\u002Fcognizant-launches-emea-ai-unit-to-help-enterprises-scale-agentic-ai-m8d3c107psy3.html","stocktitan.net","An online fashion retailer in Europe can compress development cycles from months to days; three service models cover governance, deployment and workflow...",{"title":71,"url":72,"domain":73,"snippet":74,"content":39},"Frost & Sullivan Selects Fusemachines as a Strategic Partner for Agentic AI","https:\u002F\u002Fwww.manilatimes.net\u002F2026\u002F07\u002F27\u002Ftmt-newswire\u002Fglobenewswire\u002Ffrost-sullivan-selects-fusemachines-as-a-strategic-partner-for-agentic-ai\u002F2392104","manilatimes.net","Accelerating Innovative AI-Driven Growth Opportunities. Advertisement. NEW YORK, July 27, 2026 (GLOBE NEWSWIRE) -- Fusemachines Inc. (NASDAQ: FUSE),...",{"title":76,"url":77,"domain":78,"snippet":79,"content":39},"Coforge Launches Nuuron AI OS to Industrialize Agentic AI Outcomes","https:\u002F\u002Fscanx.trade\u002Fstock-market-news\u002Fcompanies\u002Fcoforge-launches-nuuron-ai-operating-system-for-enterprises\u002F46357576","scanx.trade","Coforge Limited has launched Coforge Nuuron, an AI Operating System designed to industrialize AI outcomes by connecting enterprise knowledge and workflows.",{"title":81,"url":82,"domain":83,"snippet":84,"content":39},"EPAM and OpenAI Partner to Help Enterprises Unlock Higher Value Through Applied AI – Company Announcement","https:\u002F\u002Fmarkets.ft.com\u002Fdata\u002Fannounce\u002Fdetail?dockey=600-202607280802PR_NEWS_USPRX____PH13140-1","markets.ft.com","The collaboration pairs OpenAI 's frontier models with EPAM's global forward-deployed engineering force, cyber resilience and innovative customer experience...",{"mentionsLast7Days":86,"mentionsLast30Days":87,"firstSeen":26,"lastSeen":88,"relatedEntities":89},7,25,"2026-08-26T11:12:10.892Z",[30,36,42,47,52,57,62,67,72,77,82],[91,94,97,100,103,106],{"topic":92,"slug":93,"score":22,"type":23,"country":19,"nicheIcon":18},"Six-layer AI agents stack between LLM and production agents","six-layer-ai-agents-stack-between-llm-and-production-agents",{"topic":95,"slug":96,"score":22,"type":23,"country":19,"nicheIcon":18},"General-purpose large language models outperform clinical AI tools","general-purpose-large-language-models-outperform-clinical-ai-tools",{"topic":98,"slug":99,"score":22,"type":23,"country":19,"nicheIcon":18},"Databricks Lakehouse unifying data management and AI development platforms","databricks-lakehouse-unifying-data-management-and-ai-development-platforms",{"topic":101,"slug":102,"score":22,"type":23,"country":19,"nicheIcon":18},"AI transformation strategies for enterprise automation and adoption 2026","ai-transformation-strategies-for-enterprise-automation-and-adoption-2026",{"topic":104,"slug":105,"score":22,"type":23,"country":19,"nicheIcon":18},"AI transformation strategies to increase automation and implementation steps 2026","ai-transformation-strategies-to-increase-automation-and-implementation-steps-2026",{"topic":107,"slug":108,"score":22,"type":109,"country":19,"nicheIcon":18},"General-purpose LLMs outperform specialized clinical AI tools on benchmarks","general-purpose-llms-outperform-specialized-clinical-ai-tools-on-benchmarks","emerging"]