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| 1 | +--- |
| 2 | +title: "Intelligent Workloads: Bridge the gap between system health and business outcomes" |
| 3 | +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." |
| 4 | +releaseDate: "2026-02-24" |
| 5 | +learnMoreLink: "https://docs.newrelic.com/docs/new-relic-solutions/new-relic-one/workloads/workloads-isolate-resolve-incidents-faster/" |
| 6 | +getStartedLink: "https://docs.newrelic.com/docs/new-relic-solutions/new-relic-one/workloads/use-workloads/" |
| 7 | +--- |
| 8 | + |
| 9 | +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. |
| 10 | + |
| 11 | +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. |
| 12 | + |
| 13 | +## Connect telemetry directly to your bottom line |
| 14 | + |
| 15 | +- **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. |
| 16 | +- **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. |
| 17 | +- **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. |
| 18 | +- **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. |
| 19 | + |
| 20 | +## What makes Intelligent Workloads stand out |
| 21 | + |
| 22 | +- **Focal Transaction Mapping**: Automatically trace the exact routing of your most valuable business activities, seamlessly mapping every dependency along the critical path. |
| 23 | +- **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. |
| 24 | +- **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. |
| 25 | +- **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. |
| 26 | + |
| 27 | +## Get started |
| 28 | + |
| 29 | +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: |
| 30 | + |
| 31 | +1. **Map Vital Pathways**: Utilize our automated discovery features to highlight the specific transaction flows that drive your core business. |
| 32 | +2. **Generate Your Workload**: Apply the one-click recommendation tool to instantly build a comprehensive view of that specific pathway. |
| 33 | +3. **Attach Business Logic**: Link your underlying technical health to the financial or user-experience KPIs that leadership cares about. |
| 34 | +4. **Activate AI Insights**: Allow the Command Center to analyze your new workload and serve up immediate optimization recommendations. |
| 35 | + |
| 36 | +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. |
| 37 | + |
| 38 | +## Additional resources |
| 39 | + |
| 40 | +- [Intelligent Workloads Overview](https://docs.newrelic.com/docs/new-relic-solutions/new-relic-one/workloads/workloads-isolate-resolve-incidents-faster/) |
| 41 | +- [Setting up Business KPIs in New Relic](https://docs.newrelic.com/docs/service-level-management/intro-slm/) |
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