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What is AI Orchestration? | IBM

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Artificial IntelligenceIvan BelcicCole Strykerartificial intelligenceAI modelsAI agentsapplication programming interfaces (APIs)AI lifecyclelarge language models (LLMs)generative AILLM orchestrationchatbotsSubscribe todayData engineersData flow diagramsmachine learningAutomationcustomer experienceAI ethicsData scientistsRead the reportKubernetesOpen-sourceLangChainlow-code or no-codeRetrieval augmented generation (RAG)natural language processing (NLP)Machine learning algorithmsresponsible use of AI in healthcaregenerative AI in financeGuide Start realizing ROI: A practical guide to agentic AI Learn how to scale agentic AI for measurable ROI across your enterprise. This playbook outlines the top barriers that limit impact, how to effectively measure ROI and a practical framework to drive successful, enterprise-wide adoption. Get the guideIBV Report The enterprise in 2030: Engineered for perpetual innovation Discover our five predictions about what will define the most successful enterprises in 2030, and the steps leaders can take to gain an AI-first advantage. Read the reportGuidebook Unlock AI ROI: A tactical guide to enterprise productivity Learn proven strategies to boost productivity and power enterprise transformation with AI and innovation at the core. Read the guidebookInsight Scale your enterprise AI capabilities Unlock 4 strategies to scale AI with a strong data foundation. Read the insightReport From AI projects to profits: How agentic AI can sustain financial returns Learn how organizations are shifting from launching AI in disparate pilots to using it to drive transformation at the core. Read the reportEbook Start realizing ROI: A practical guide to agentic AI Discover ways to get ahead, successfully scaling AI across your business with real results. Read the ebookTechsplainers Podcast Agentic AI explained Techsplainers by IBM breaks down the essentials of agentic AI, from key concepts to real‑world use cases. Clear, quick episodes help you learn the fundamentals fast. Listen nowGuide The CEO's guide to generative AI Learn how CEOs can balance the value generative AI can create against the investment it demands and the risks it introduces. Read the guideEbook Introducing agile AI: A practical guide Learn an agile AI approach that enables organizations to innovate quickly and reduce the risk of failure. Read the ebookEbook Unlock the power of generative AI and ML Learn how to incorporate generative AI, machine learning and foundation models into your business operations for improved performance. Read the ebookGuide Put AI to work: Driving ROI with gen AI Want to get a better return on your AI investments? Learn how scaling gen AI in key areas drives change by helping your best minds build and deliver innovative new solutions. Read the guideVideo The rise of generative AI and what it means for business Learn about the history of AI and explore what the future holds for enterprises considering AI adoption. Watch the videoGuide How to thrive in this new era of AI with trust and confidence Dive into the 3 critical elements of a strong AI strategy: creating a competitive edge, scaling AI across the business and advancing trustworthy AI. Read the guideExplore watsonx OrchestrateExplore AI solutionsExplore AI servicesExplore watsonx OrchestrateExplore watsonx.ai

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