{"id":12539,"date":"2025-11-20T05:00:00","date_gmt":"2025-11-20T13:00:00","guid":{"rendered":"https:\/\/www.salesforce.com\/?p=12539"},"modified":"2025-11-29T20:59:56","modified_gmt":"2025-11-29T15:29:56","slug":"agentforce-studio-observability-tools-announcement","status":"publish","type":"post","link":"https:\/\/www.salesforce.com\/in\/news\/stories\/agentforce-studio-observability-tools-announcement\/","title":{"rendered":"Salesforce Deepens Observability in Agentforce 360, Giving Every Team Continuous AI Performance Insight and Optimization"},"content":{"rendered":"\n

The agent development lifecycle begins with three phases: build, test, and deploy. While many organizations have overcome the initial hurdle of creating their first agents, the real enterprise challenge starts immediately after deployment. <\/p>\n\n\n\n

Once agents begin handling real transactions, they often become black boxes. Teams can see the outcomes but lack critical visibility into why the agent behaved a certain way or which reasoning path it followed. Without this insight, tuning slows, trust diminishes, and scaling becomes an expensive gamble. <\/p>\n\n\n\n

This next phase requires continual refinement, performance optimization, and reliable monitoring of each agent\u2019s health. To achieve enterprise-grade operational rigor for a growing network of agents, organizations need robust observability tools to close the loop. These work in tandem with testing tools, ensuring the agent lifecycle doesn\u2019t end at deployment but continues through continual observation and iteration.<\/p>\n\n\n\n

Today, Salesforce announced new agent observability tools, bringing deeper visibility, monitoring, and optimization to every AI agent<\/a> within the Agentforce 360 Platform<\/a>. By providing granular insight into agent behavior, the tools empower organizations to safely scale AI and continually improve agent performance. And by fostering better collaboration between humans and intelligent agents, these observability tools ensure that AI adoption is both reliable and trustworthy, accelerating every company\u2019s journey to becoming an Agentic Enterprise.<\/p>\n\n\n\n

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With full visibility into every agent interaction, we can see exactly how our AI handles each request, step by step.<\/p>\nRyan Teeples, Chief Strategy Officer, 1-800Accountant<\/cite><\/blockquote>\n\n\n\n

The New Mandate: Why Observability Is Non-Negotiable<\/strong><\/h2>\n\n\n\n

Fueled by a 282% surge in AI implementation<\/a>, businesses are racing toward large-scale AI agent adoption, where one truth has become clear: seeing is believing. To succeed in deployment at scale, teams require a clear, continuous view of agent performance, learning, and improvement metrics. This need is critical as agents handle live conversations and make decisions that directly impact revenue and customer experience. Visibility into agentic behavior has become the new mandate, transforming uncertainty and guesswork into the trust, transparency, and measurable value necessary to scale AI.<\/p>\n\n\n\n

“As AI adoption accelerates, the biggest enterprise challenge will no longer be about building an organization\u2019s first agent; it will become how to best manage a fleet of agents that are making real-world business decisions. You can’t scale what you can’t see. Agentforce delivers the enterprise-grade operational rigor required for this new agentic world. We’re giving IT leaders the critical tools to continuously track performance, debug issues, and prove the ROI of their AI investments, ensuring every intelligent agent performs reliably, securely, and with total transparency.” \u2013 Adam Evans, EVP & GM, Salesforce AI <\/p>\n\n\n\n

What\u2019s New in Agentforce<\/strong><\/h2>\n\n\n\n

The new observability tools within Agentforce<\/a> span three core areas: analytics, optimization, and health monitoring.\u00a0<\/p>\n\n\n\n

Agent Analytics: Continuous Refinement<\/strong><\/p>\n\n\n\n

Agent Analytics provides a comprehensive view of how every agent is performing, translating performance into meaningful data, trends, and insights.<\/p>\n\n\n\n