Merge pull request #23141 from newrelic/whats-new/intelligent-workloads

whats-new post: Intelligent workload

Author: PallaviWrite

src/content/whats-new/2026/02/whats-new-02-24-intelligent-workloads.md

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+---
+title: "Intelligent Workloads: Bridge the gap between system health and business outcomes"
+summary: "Intelligent Workloads redefines observability by linking your underlying technical architecture directly to the business metrics that matter most. Automate service grouping, leverage AI for root-cause analysis, and finally see how system performance impacts your bottom line."
+releaseDate: "2026-02-24"
+learnMoreLink: "https://docs.newrelic.com/docs/new-relic-solutions/new-relic-one/workloads/intelligent-workload-ui/"
+getStartedLink: "https://docs.newrelic.com/docs/new-relic-solutions/new-relic-one/workloads/create-intelligent-workload/"
+---
+
+In today's rapidly evolving, AI-driven cloud environments, a simple "system up" indicator on a dashboard can be misleading. SREs and DevOps teams are swimming in telemetry data, yet they often lack the context needed to answer the most critical question: Is this technical issue actually impacting our customers or revenue? A minor database latency spike might seem harmless in a vacuum, but if it is quietly blocking user registrations or draining transaction volume, the cost is immense.
+
+Intelligent Workloads eliminates this blind spot. Instead of forcing you to manually piece together disparate metrics, it automatically clusters your infrastructure, applications, and services into unified, context-rich views that measure technical health against actual business impact.
+
+## Connect telemetry directly to your bottom line
+
+- **Business-Centric Observability**: Redefine what a "healthy" system means. You can now track custom business indicators, such as successful user onboarding rates, API monetization metrics, or order processing throughput, right alongside your standard infrastructure metrics.
+- **Frictionless, Automated Grouping**: Eliminate the administrative headache of manually updating tags every time a container spins up or down. Intelligent Workloads automatically detects your most vital application pathways (Focal Transactions) and generates comprehensive, observable groupings with a single click.
+- **AI-Powered Command Center**: Stop hunting for the needle in the haystack. Our AI engine automatically isolates the "Golden Signals" during an anomaly, cutting through alert noise to provide your team with a prioritized, step-by-step investigation path.
+- **Quantify Technical Debt**: Translate infrastructure degradation into financial risk. By clearly showing how a failing microservice impacts a specific user journey, engineering leaders can prioritize fixes based on revenue protection rather than just CPU spikes.
+
+## What makes Intelligent Workloads stand out
+
+- **Focal Transaction Mapping**: Automatically trace the exact routing of your most valuable business activities, seamlessly mapping every dependency along the critical path.
+- **Intelligent Alert Bubbling**: Prevent hidden failures. If a crucial nested component degrades, its failing health status automatically propagates up to the highest-level workload view.
+- **Strategic Exclusion**: Reduce alert fatigue by configuring your workloads to ignore non-essential dependencies. If an asynchronous analytics tracker goes down, it won't trigger a critical alert for your core payment processing workload.
+- **End-to-End Journey Tracking**: Visualize complex, multi-stage user interactions—such as a multi-page insurance quote process or a customer support ticketing lifecycle—as one continuous, monitorable flow.
+
+## Get started
+
+Moving from reactive monitoring to proactive, business-aligned observability is a seamless process. Built natively into our existing platform, you can jump straight from APM into setting up your first workload:
+
+1. **Map Vital Pathways**: Utilize our automated discovery features to highlight the specific transaction flows that drive your core business.
+2. **Generate Your Workload**: Apply the one-click recommendation tool to instantly build a comprehensive view of that specific pathway.
+3. **Attach Business Logic**: Link your underlying technical health to the financial or user-experience KPIs that leadership cares about.
+4. **Activate AI Insights**: Allow the Command Center to analyze your new workload and serve up immediate optimization recommendations.
+
+Explore the [Intelligent Workloads Documentation](https://docs.newrelic.com/docs/new-relic-solutions/new-relic-one/workloads/workloads-isolate-resolve-incidents-faster/) for in-depth setup instructions.
+
+## Additional resources
+
+- [Intelligent Workloads Overview](https://docs.newrelic.com/docs/new-relic-solutions/new-relic-one/workloads/create-intelligent-workload/)
+- [Setting up Business KPIs in New Relic](https://docs.newrelic.com/docs/new-relic-solutions/new-relic-one/workloads/intelligent-workload-kpis/)