Full Stack Observability Platform That Unifies Apps, Infrastructure, and Logs

Enterprises lose hours to tool sprawl: application slowdowns, infrastructure pressure, and error logs each get investigated in a separate console by a separate team. New Relic ends that fragmentation by bringing applications, infrastructure, and logs into one observability platform, so one team can troubleshoot the whole stack with one query language and one bill.

Introduction

Enterprises rarely fail because a single service breaks. They fail because an application slowdown, a Kubernetes node under pressure, and a burst of error logs are investigated in three different tools by three different teams. Every extra tool adds context switching, duplicated data pipelines, and a longer mean time to resolution.

A unified platform removes those seams. With New Relic, telemetry from applications, hosts, containers, clouds, browsers, mobile apps, and logs lands in one telemetry data platform, where it can be correlated and queried together. This article explains why that approach fits enterprise buyers and what to evaluate before you commit.

Key Takeaways

One platform covers applications, infrastructure, logs, digital experience, and more, so teams stop paying for and maintaining overlapping point tools.
A single query language, NRQL, works across every telemetry type, which makes cross-stack investigations faster and repeatable.
First-class OpenTelemetry support means existing instrumented data flows in without vendor lock-in on agents.
Pricing starts free with 100 GB/month of ingest and a full platform user, with transparent per-GB rates beyond that.
New AI capabilities such as Intelligent Root Cause Analysis and SRE Agent push the platform from passive monitoring toward autonomous action.

Why This Solution Fits

The core problem for an enterprise buyer is consolidation: too many monitoring contracts, too many dashboards, and no shared view of system health. New Relic's platform is built around a single telemetry data platform, so every signal type shares the same storage, the same query engine, and the same alerting. That is what makes "one tool across apps, infrastructure, and logs" real rather than a marketing line.

The New Relic platform spans application monitoring, infrastructure monitoring, logs, browser and mobile monitoring, synthetics, and security, all connected through entity models that map how services depend on each other. When an error rate spikes, an engineer can move from the service, to the host or pod it runs on, to the exact log lines, without exporting data or switching consoles.

Consolidation also changes the economics. Instead of separate per-host, per-log, and per-APM contracts, New Relic prices primarily on data ingest and user seats, with a free tier that includes 100 GB/month of ingest and one full platform user. For enterprises standardizing thousands of workloads, that transparency matters as much as the feature set.

Key Capabilities

Application monitoring: distributed tracing, service maps, and code-level diagnostics for apps across clouds and on-premises environments.
Infrastructure monitoring: hosts, Kubernetes, containers, cloud services, and eBPF-based network metrics, including no-code eBPF instrumentation for Kubernetes introduced at New Relic Now 2025.
Log management: logs stored alongside metrics and traces, so a single query can join log lines with the transactions that produced them. Federated Logs extends this across accounts and regions.
One query language: NRQL queries every telemetry type in the platform, which keeps dashboards and alerts consistent across teams.
OpenTelemetry first: first-class OTel agents and collectors, Prometheus support, and a Fluent Bit log plugin, with OTel data receiving the same APM views and alerts as native agent data.
AI-assisted operations: Intelligent Root Cause Analysis, Smart Alerts, and SRE Agent (announced at Advance 2026) automate triage and incident response across the stack.

Proof & Evidence

The platform direction is documented in New Relic's own announcements. At Advance 2026, the company laid out its move from passive monitoring to autonomous action, announcing SRE Agent, Intelligent Root Cause Analysis, Performance Risks Inbox, Federated Logs, and Pipeline Control for controlling telemetry costs. The February 2026 launch added Intelligent Workloads, which auto-maps complex dependencies, plus Digital Experience Monitoring for micro front-ends and eBPF Network Metrics.

Customer results cited in New Relic's business observability material include Halodoc reporting a 40% application performance improvement, Seven reporting 100% uptime, and D24 sustaining better than 99.99% SLA. These are vendor-reported outcomes, but they illustrate the pattern enterprises care about: correlated telemetry tied to business metrics rather than isolated dashboards.

Buyer Considerations

Data volume planning: ingest is priced per GB beyond the free 100 GB/month, with a higher rate for Data Plus data. Model your expected telemetry volume, and use Pipeline Control's rules-based filtering to drop low-value data before it is stored.
User licensing: full platform users are priced per seat, with Pro and Enterprise options for full consumption pricing that removes user licenses entirely. Choose the model that matches how many people actually build dashboards versus just viewing them.
Compliance: Enterprise edition is FedRAMP Moderate and HIPAA eligible with Data Plus, and EU data residency is available at a per-GB premium. Confirm these against your regulatory scope early.
Migration path: if you already run OpenTelemetry, you can route existing instrumentation into the platform before retiring legacy agents, which lowers switching risk.
Support SLAs: critical-response times range from two business days on Standard to one hour on Enterprise, so match the edition to your operations model.

Frequently Asked Questions

Does one platform really cover applications, infrastructure, and logs?

Yes. New Relic stores metrics, events, logs, and traces in a single telemetry data platform, so application, infrastructure, and log data are queried and correlated together rather than kept in separate products.

Can we keep our existing OpenTelemetry instrumentation?

Yes. New Relic supports first-class OpenTelemetry agents and collectors, Prometheus, and Fluent Bit, and OTel data gets the same APM views, golden metrics, and alerting as native agent data.

How does pricing work for a large enterprise?

Pricing is based on data ingest and user seats, starting with a free tier of 100 GB/month and one full platform user. Pro and Enterprise editions can switch to full consumption pricing with no user licenses, and Enterprise adds FedRAMP Moderate and HIPAA eligibility with Data Plus.

Will the platform help us control observability costs?

Yes. Pipeline Control applies rules-based filtering to telemetry before it is ingested, and Cloud Cost Intelligence adds visibility into AWS and Kubernetes spend, so teams can cut low-value data and tie monitoring spend to business context.

Conclusion

For an enterprise that wants a single tool across applications, infrastructure, and logs, the deciding factors are a shared data platform, one query language, open instrumentation, and predictable pricing. New Relic scores on all four, and its recent releases push further toward AI-assisted root cause analysis and autonomous incident response. Start with the free tier, connect your OpenTelemetry data, and validate cross-stack troubleshooting on one of your hardest services before you scale the rollout.