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Application Performance Monitoring

Service Map & Dependency Visualization

Understand how your services communicate, where performance degrades, and which application components are at risk.

Key Highlights

Live Dependencies

Motadata APM auto-discovers service dependencies from live trace data, building an always-current map with per-service KPIs and one-click drill-through into traces, errors, and root cause.

Service Map: Auto-Discovery & Entity Mapping

Understand upstream and downstream service interactions from a live, trace-derived topology.

  • Service Map auto-discovers dependencies from live trace data spanning microservices and application tiers.

  • Upstream and downstream interaction visualization to pinpoint where performance bottlenecks originate and cascade.

  • Each edge in the map reflects a real service-to-service call relationship derived from instrumented trace span data.

  • Database and external API dependencies show on the map from application trace data.

  • All dependencies your application actually calls are shown.

Service Overview & Health Widgets

See card-level performance indicators for each service at a glance, before drilling into one trace.

  • Key Performance Indicators per service: Response Time, Total Requests, Throughput, Error Count, and Error %.

  • Card-level metrics for instant identification of the most critical services, enabling prioritization in seconds without individual trace review.

  • Continuous KPI updates from live trace data.

  • Each health indicator reflects current application behavior, not cached or delayed aggregations.

Click-Through Workflow

From any service node, navigate directly into the full APM investigation workflow. No tool switching required.

  • Navigate from the Service Map into Transactions, Errors, Explorer, JVM, Database, and Logs in one click.

  • The map is not a read-only diagram. It is the entry point to the Single Investigation Workspace.

  • Navigation from blast radius visibility on the map to trace-level root cause evidence while staying in the APM platform.

  • Each click-through destination is pre-scoped to the selected service.

  • No manual filtering or query construction required.

APM Explorer: Multi-Service Triage

Instantly detect bottlenecks with tile-based visibility powered by up-to-the-minute performance metrics.

  • Explorer Tiles deliver a snapshot of performance over multiple services in seconds for quick cross-service triage.

  • Custom Attribute Segmentation enables filtering and drilldown by environment, version, endpoint, host, or tenant for precise insights.

  • One-Click Trace Access from Explorer: instantly drill into traces, errors, database activity, JVM context, and logs.

  • APM Explorer complements the Service Map. The map shows topology and health, Explorer tiles show comparative performance throughout the portfolio.

Full-Stack Correlation via Widgets and Dashboards

Determine whether an issue originates in application code, JVM, database, or infrastructure, from the same visual surface.

  • Aligned visual evidence in dashboards and widgets shows whether a service problem traces to code, runtime, database, or infrastructure.

  • Widgets connecting service KPIs to JVM behavior, host metrics, and database activity provide the full-stack picture with no platform switching needed.

  • Any service performance view is a starting point for deeper investigation, not a read-only summary.

  • Unified dashboard coverage spanning environments and services provides the context needed to understand impact scope before investigation begins.

Intelligence

From Architecture Diagram to Living Operational Reality

Architecture diagrams show the design, but service maps show the reality under production load with today's dependencies. In fast-evolving microservices environments, services are added, shared components create implicit dependencies, and integrations arrive undocumented, making automated discovery essential.

Motadata APM's Service Map derives each dependency relationship from distributed trace data, where every edge is a real request one service made to another. When a service degrades, the map shows upstream callers and downstream dependencies involved, exposing blast radius, and one click from an elevated error rate opens the Error Tracker or Transaction view pre-scoped to that service.

How It Works

Service Map Architecture

01

Extract

Extract service-to-service relationships from span parent-child hierarchies within distributed traces.

02

Map

Build and continuously update a live dependency graph with health indicators as trace batches process.

03

Overlay

Overlay live performance KPIs (Response Time, Throughput, Error %) on each service node.

04

Discover

Auto-discover database and external API dependencies directly from application trace call data.

05

Navigate

Provide click-through navigation from any service node to Transactions, Errors, JVM, DB, and Logs.

06

Populate

Populate APM Explorer Tiles with comparative performance data for instant cross-portfolio triage.

Services, dependencies, application performance signals: all captured in one live map built from real trace data.

Role-Based Value

Precision for Every Role

For CIOs / CTOs

  • Understand the actual complexity and interdependency of your application portfolio from one automatically maintained visualization.

  • Understand the actual complexity and interdependency of your application portfolio from one automatically maintained visualization.

For IT Directors / Managers

  • Reduce mean time to scope during incidents with an immediate visual of which services are involved in a degradation.

  • Reduce mean time to scope during incidents with an immediate visual of which services are involved in a degradation.

For NOC Engineers / SREs

  • Identify blast radius and isolate the contributing component from the map view before beginning detailed trace investigation.

  • Identify blast radius and isolate the contributing component from the map view before beginning detailed trace investigation.

For DevOps / Platform Teams

  • Validate that a new deployment has not introduced unexpected call relationships or altered performance on adjacent service nodes.

  • Validate that a new deployment has not introduced unexpected call relationships or altered performance on adjacent service nodes.

From Visibility to Control

From Unknown Dependencies to Complete Topology Clarity

Auto-Discovered Dependencies

Service Map auto-discovers dependencies with entity mapping. Each interaction derived from real trace span data.

At-A-Glance Health Cards

Service Overview KPI cards show Response Time, Requests, Throughput, and Error % per service at a glance.

Instant Deep Navigation

One click from any node reaches Transactions, Errors, Explorer, JVM, Database, and Logs in one workspace.

Upstream Downstream Impact

Immediate blast radius visibility. Upstream and downstream impact visible on the map before investigation begins.

Cross-Portfolio Triage

APM Explorer Tiles: cross-service triage with Custom Attribute Segmentation and one-click trace access throughout the full portfolio.

Origin Pinpoint Widgets

Dashboards and widgets align service KPIs with JVM, host, and database signals to pinpoint the issue's origin.

Explore More

Continue Exploring APM Capabilities

Distributed Tracing & Code-Level Visibility

The trace data that powers service map auto-discovery and all dependency relationships on the map.

Error Tracking & Causality Correlation

Identify how errors originate and cascade through the service dependencies the map makes visible.

Performance KPIs & Latency Analytics

Drill into the latency and throughput metrics service map health indicators present per node.

Container & Kubernetes-Native Observability

Extend service map visualization to containerized service topologies and Kubernetes-deployed microservices.

Database Performance Insight

Instrument all database calls from the application’s perspective. Query latency, throughput, and errors correlated to the triggering trace.

See How Your Services Actually Connect

Motadata ObserveOps APM auto-discovers service dependencies, maps traffic flows continuously, and overlays health on each connection.

Motadata ObserveOps APM. Live dependency maps, not static diagrams.