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AI Agent Infrastructure: Why Enterprises Need a Control Plane

BY | ETF Database
11:37 am ET 05/29/26 | 5 VIEWS
Artificial intelligence is advancing beyond standalone large language model (LLM) demonstrations and shifting into AI agents. However, there needs to be a solution for an enterprise-grade control plane before corporations can scale these autonomous agents from demos into live production. Widespread deployment requires robust layers of identity, permissions, observability, evaluation, workflow integration, and security controls.Key Takeaways The AI market is evolving from basic prompt-response models toward autonomous AI agents that require comprehensive control infrastructure. Building an AI control plane requires a multi-faceted software ecosystem spanning big data, cloud infrastructure, and cybersecurity. Financial advisors can capture this next software and physical AI opportunity through targeted funds like THNQ and ROBO. The Infrastructure Behind Agentic WorkflowsThe technical requirements for organizations are shifting as they advance beyond initial implementations. There is a growing focus on software rather than just raw processing power. High-functioning AI agents require seamless coordination across multiple technology sub-sectors. Therefore, large-scale foundational developers like Anthropic are scaling rapidly. They’re utilizing compute power from established players like Amazon Web Services (AWS) and Google TPUs, alongside newer data platforms. For financial advisors looking to position client portfolios for this opportunity, picking individual winners among competing software vendors and cloud infrastructure plays introduces single-stock risk. Instead, a basket approach utilizing targeted ETFs offers diversified exposure to the entire value chain. This opportunity requires integrated capabilities across big data analytics providers, cloud providers, cybersecurity giants, and agentic developer tools. Balancing Risk with Thematic ETFsThe ROBO Global Artificial Intelligence ETF (THNQ B-) is uniquely positioned to capture this opportunity as the fund focuses on key enabling technologies and applications. THNQ provides exposure to big data analytics providers like Datadog (DDOG) and Snowflake (SNOW), cloud providers like Nebius (NBIS) and AWS, cybersecurity giants like CrowdStrike (CRWD) and Palo Alto Networks (PANW), and agentic developer tools like JFrog (FROG). Incorporating THNQ alongside the ROBO Global Robotics and Automation Index ETF (ROBO B) allows advisors to build a comprehensive allocation that captures both the digital brains of the agent control plane and the physical AI infrastructure required for true enterprise scale. ROBO provides diversified exposure to the global hardware and physical logistics side of this theme. Looking for regular updates? Subscribe here for weekly insights on robotics, AI, and healthcare technology, delivered straight to your inbox. For more news, information, and analysis, visit the Artificial Intelligence Content Hub. vettafi.com is owned by VettaFi LLC (“VettaFi”). VettaFi is the index provider for THNQ and ROBO, for which it receives an index licensing fee. However, THNQ and ROBO are not issued, sponsored, endorsed, or sold by VettaFi. VettaFi and its affiliates have no obligation or liability in connection with the issuance, administration, marketing, or trading of THNQ and ROBO.

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