From OTel to Operations: How APM+ Supports Application Observability for IT Ops
How APM+ Turns OpenTelemetry Data into Operations‑Grade Insight for IT Ops
- By Heidi Gabrielson
- 30-Jun-2026
In Part 1 of this series, we explored why OpenTelemetry (OTel) has become essential for modern application observability. As an open, vendor‑neutral standard, OTel finally makes it practical to instrument applications broadly, across cloud‑native services, legacy systems, and everything in between.
But instrumentation is only the first step.
As organizations begin introducing OpenTelemetry into their environments, often alongside existing observability tools, incident response remains a challenge. Even with additional telemetry, operations teams frequently lack access to the context required to diagnose issues quickly, explain user impact, and restore service with confidence.
This is where Riverbed APM+ comes in.
APM+: Complete Transaction and Code‑Level Views for Operations
APM+ builds on OpenTelemetry to deliver application observability that works for IT Ops, not just developers.
Instead of sampling, APM+ retains full‑fidelity, end‑to‑end transaction context at up to 1 second granularity. Every transaction is captured independently, making anomalies, outliers, and early degradation visible the moment they appear.
That transaction context extends directly into application code. Method‑ and class‑level execution data shows exactly where time is spent, where errors occur, and how execution paths behave under real production conditions. For Ops teams, this means fewer hand‑offs, less guesswork, and faster root cause analysis.
Instrument Everything Without the Cost
Instrumentation costs often force IT Operations to limit observability. APM+ and OpenTelemetry makes broad instrumentation possible.
As application coverage grows, ingestion‑based pricing forces teams to limit observability to Tier‑1 applications, re‑introducing blind spots across the broader portfolio. IT Operations is left with partial visibility precisely when broad coverage matters most.
Riverbed APM+ changes the economics of application observability. Priced at up to 70% less than traditional APM tools, it removes the cost barriers that typically restrict deep visibility to a small set of Tier‑1 applications.
But lower pricing alone isn’t enough to make broad OTel instrumentation sustainable. As coverage expands, controlling telemetry growth becomes just as critical as reducing data storage costs. That’s where Riverbed Smart OTel comes in.
Smart OTel applies intelligence at the point of collection, filtering low‑value noise before it drives cost, while preserving high‑value transactions at full fidelity. The result is predictable cost and sustainable coverage, even as application footprints grow.
For IT Ops, that means broader application visibility without sacrificing depth…or the budget.
From Visibility to Faster Operational Resolution
For operations teams, seeing an issue isn’t enough, resolution speed is what counts.
APM+ correlates transaction data with dependencies, infrastructure behavior, and user experience. When performance degrades, IT Ops can move directly from detection to diagnosis with the right context already captured.
There’s no need to reconstruct timelines across disconnected tools. The execution details required to understand impact and cause are already there—accelerating MTTR and improving confidence during incidents.
OpenTelemetry Is the Foundation. APM+ Makes It Operational.
OpenTelemetry enables organizations to instrument everything. APM+ permits IT Ops teams to detect, diagnose, and remediate everything.
Together, they eliminate the trade‑offs that have historically limited application observability in operations. Teams no longer have to choose between broad coverage and deep insight, or between controlling cost and maintaining full‑fidelity, actionable visibility.
Click here to learn more about Riverbed APM+ or request a demo.
