AIOps on IBM Z

AIOps on IBM Z

AIOps on IBM Z

AIOps on IBM Z is a group that brings together IT professionals to share their knowledge and expertise on leveraging AI-driven intelligence and IT Operations in order to accelerate decisions to maintain resiliency through the use of AIOps on IBM Z

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Unlock complexity of mainframe operations with IBM Concert for Z

By Shyamala Ravi posted 04/14/26 03:53 AM

  

Modern enterprises rely on IBM Z to power their most critical transactions—from banking and payments to airline reservations and retail supply chains. These mission-critical workloads demand near-perfect availability, performance, and reliability.

But as hybrid environments grow more complex and experienced system programmers retire, Z IT operations teams face a growing challenge: maintaining resilience while managing increasingly sophisticated systems with fewer experts.

At the same time, enterprises rely on multiple system and subsystem specific tools that generate massive volumes of operational data. While valuable, this data is often fragmented and difficult to correlate, slowing down issue detection and resolution.

This is where IBM Concert for Z transforms the operational experience.

IBM Concert for Z is an AI-powered mainframe resilience platform that helps organizations simplify operations and proactively manage risks by unifying siloed operational data into actionable insights—ensuring uptime, trust, and customer confidence.

A Real-World Scenario: When Every Second Matters

Consider a large retail bank.

Thousands of customers are withdrawing cash from ATMs, making payments, and checking balances through mobile apps. Behind the scenes, these transactions are processed by CICS running on IBM Z.

Suddenly, transaction response times begin to slow down.

Customers experience delays. Support calls increase. Operational pressure builds.

For the operations team, the question is urgent:
 What’s causing the slowdown—and how quickly can we fix it?

Traditionally, answering this requires navigating multiple tools, analyzing logs, and consulting experts. Root cause analysis can take hours—while customer experience continues to degrade.

Concert for Z changes this.

 A Unified Approach to Z Operations

Observe: From Alert Noise to Clear Insight

In a traditional setup, this issue would generate hundreds of alerts across different tools, each showing part of the problem but lacking full context.

With Concert for Z, operational data from CICS, IMS, Db2, MQ, z/OS, and system performance monitors are continuously ingested and analyzed in real time.

Instead of isolated alerts, the platform:

·       Correlates and groups related events

·       Prioritizes issues based on impact

·       Presents a unified operational view

In this scenario, the operator sees a single, high-priority event group highlighting degraded CICS performance, along with its impact on customer transactions.

Rather than searching for the issue, the issue is surfaced with context.

Optimize: Understanding the Root Cause with Built-in Intelligence

Once identified, the next step is understanding why the issue is happening.

Concert for Z provides contextual insights and built-in expert advice, helping operators quickly diagnose the problem.

In this case, the platform highlights:

·       Increased I/O wait time

·       Correlated anomalies across system metrics

·       Impact on CICS transaction response times

Instead of manually piecing together data, operators receive guided insights into likely root causes and recommended next steps.

This significantly reduces the skill barrier, enabling even less experienced operators to investigate complex issues with confidence.

Automate: Acting Faster with AI-Assisted Operations

Identifying the issue is only part of the solution—resolving it quickly is critical.

With Concert for Z, operators can take action directly:

·       Execute commands through an integrated command console

·       Trigger workflows or ITSM actions

When combined with Concert for Z agent, the experience becomes even more conversational & intuitive. Operators can quicky chat with the agent to analyze WLM performance issues, understand impact on service class priorities & goals, and gain valuable insights into CICS transaction performance & region health.

This accelerates

·       Root-cause analysis

·       Improves decision making &

·       Enables proactive issue resolution

This conversational layer simplifies operations, enabling faster and more confident decision-making.

Closing the Loop from Reactive to Proactive Operations

In this banking scenario, what could have taken hours—correlating alerts, diagnosing issues, and executing fixes—is reduced to a streamlined, AI-driven workflow.

With Concert for Z, operations teams:

·       Move from alert overload to prioritized insights

·       Shift from manual troubleshooting to AI-guided diagnosis

·       Transition from reactive response to proactive operations

And with Concert for Z Agent, they gain a simpler, conversational way to interact with complex systems, further reducing operational friction.

The Future of IBM Z Operations

As enterprises continue to modernize and operate in hybrid environments, the need to simplify operations without compromising reliability becomes critical.

Concert for Z provides a unified, AI-powered operations center that transforms how teams manage IBM Z—bringing together data, insights, and actions into a single experience.

The result is a shift from complexity to clarity -- where operations teams spend less time chasing incidents and more time ensuring the systems that power the digital economy remain resilient, efficient, and always available.

To learn more visit https://www.ibm.com/products/concert-for-z

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06/11/26 07:02 AM

Now add BOb to the equation! He can remedy the situation!