From Dashboards to Autonomous Operations: Can Your Observability Keep Pace With the AI It’s Watching?

The Next Era of Operations Has Arrived.

Every organisations is collecting telemetry.

Almost nobody is acting on it fast enough.

As infrastructures become more distributed, applications more complex, and AI agents increasingly participate in operational workflows, the challenges is no longer simply detecting what broke. The real questions is:

Can you systems understand why it happened - and take the right action before users are impacted?

Traditional observability platforms were built for human review cycles. They surface dashboards, generate alerts, and wait for someone to investigate. 

But modern systems move to machine speed.

The next evolution isn't better dashboards. It's observability that can reason, contextualise and act.

Join a select group of technology leaders for an evening of candid discussion exploring how AI, observability and autonomous operations are converging - and what organisations much do now to prepare.

Dinner Discussion Themes

From Reactive to Predictive to Autonomous

The future of operations is shifting from firefighting incidents to preventing the entirely.

As AIOps evolves beyond alerting, organisations are beginning to forecast failures, identify root causes automatically, and trigger remediation before customers ever notice a problem.

Key questions:

• What workloads are safe to remediate autonomously?
• Where should humans remain in the loop?
• How much trust should we place in AI-driven operations?

The Context Problem: Why So Many AI Pilots Stall

AI models are advancing rapidly. Operational outcomes are not. The challenge isn't model capability - it's context.

Without topology, dependencies, telemetry, runbooks, and operational knowledge, even the most advanced AI systems struggle to reason effectively.

We'll discuss:

• Why most organisations remain stuck in experiementation
• The operational foundations agentic AI requires
• How teams can move from isolated pilots to production-scale adoption

Is AI Reducing MTTR - or Just Creating Smarter Noise?

Alert fatigue remains one of the biggest challenges facing operations teams. 

AI promises signal over noise, but are we genuinely reducing operational burden - or simply generate more sophisticated alerts?

Topics include:

• Separating meaningful automation from automation theatre
• Measuring operational impact beyond dashboards and demos
• Defining success metrics for AI-assisted operations

Observing the AI Itself

AI introduces a new category of operational risk. 

LLMs and agents fail differently than traditional infrastructure:

• Hallucinations
• Drift
• Silent degradation
• Escalating inference costs
• Unpredictable decision paths

How do we monitor systems that are themselves making decisions?

We'll explore the emerging discipline of AI and agent observability and how it converges with modern AIOps practices.

Open Standards and the Future of Observability

As OpenTelemetry becomes the standard for data collection, differentiation is increasingly shifting beyond ingestion.

Questions we'll debate:

• Does OpenTelemetry truly provide freedom of choice?
• Will platform consolidation eliminate blind spots - or create new single points of failure?
• What decisions today will shape your operational flexibility five years from now?

Building for Agentic Operations on Azure

Modern AI-driven operations require infrastructure capable of connecting telemetry, models, workflows, and business context.

We'll discuss how organisations are leveraging Azure-native architectures to:

• Streamline observability deployment
• Operationalise AI-assisted investigations
• Build RAG-powered operational workflows
• Enable agentic experiences across existing Azure AI investments

An Evening of Insightful Discussion

This is not a presentation.

It is a peer-led conversation among leaders navigating the realities of AI adoption, operational complexity, and the future of observability.

Expect honest discussion, practical lessons and perspectives from organisations actively shaping the next generation of autonomous operations.

Limited Seats Available

Request your invitation to join fellow technology leaders in Amsterdam for an evening of conversation, networking and fine dining.