Operating AI with confidence: Building visibility, control and trust at enterprise scale. Achieving End-to-End Visibility Across AI Operations
Getting AI into production is one challenge. Knowing what it's doing once it's there is another one entirely. AI systems don't fail the way traditional software fails, there's no error message, no alert. There's a model that's drifted, an agent that made a confident wrong call, a workflow that completed successfully and produced the wrong outcome. By the time anyone notices, the impact has already reached customers.
Organizations are now expected to guarantee AI performance at the model and tenant level, but most teams have no clear way to meet that expectation. And as autonomous agents take on more business-critical work, observability becomes a governance requirement: you need to know what your agents did, why they did it, and what it meant for the business.
Join Dynatrace & AWS and a select group of your peers as we explore how leading organizations are building greater confidence in AI once it reaches production. Together, we'll examine practical approaches to improving visibility into AI performance, extending observability across autonomous agents and business-critical workflows, and strengthening governance through clear accountability and cross-functional ownership.
Discussion Topics
Ensuring AI Performance and Accountability: How organizations are monitoring AI performance, meeting SLA commitments, and closing visibility gaps at the model and tenant level.
Observability for Autonomous AI Agents: Strategies for extending observability across agent-based workflows, detecting failures early, and maintaining reliability in production environments.
Governance and Ownership of AI in Production: Defining clear accountability for AI performance, aligning technology, risk, and business stakeholders, and improving visibility into AI behavior after deployment.
About Dynatrace
Dynatrace is a leading software intelligence company that helps organizations modernize and automate cloud operations, release higher‑quality software faster, and deliver better digital experiences for their customers. By combining unified observability, AI‑driven insights, and intelligent automation, Dynatrace enables enterprises to simplify complexity, improve resilience, and confidently scale AI across their digital ecosystems. The world’s largest enterprises trust Dynatrace to transform complexity into clarity and drive better business outcomes in the modern cloud.
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