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Unified Observability Platform for Modern IT Operations

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Hybrid Infrastructure Monitoring

Unified Compute Visibility

Monitor your entire compute layer, from physical servers to virtualized and hyper-converged systems, with unified health, utilization, and performance intelligence.

Key Highlights

Unified Compute

Motadata ObserveOps brings deep, cross-layer visibility into compute environments. Teams see how infrastructure behaves, how workloads consume resources, and how performance impacts business services, all from one correlated platform.

Deep OS-Level Monitoring Across Environments

Instant visibility into compute performance spanning Windows, Linux, and Unix systems.

  • CPU utilization, load patterns, and scheduling behavior.

  • Memory consumption, swap usage, and pressure indicators.

  • Process and service-level monitoring with execution insights.

  • System-level counters for granular performance diagnostics.

Virtualization & Hypervisor Intelligence

Understand how virtual infrastructure impacts workload performance.

  • Native support for VMware, Hyper-V, and Citrix environments.

  • Host-to-VM resource allocation and utilization tracking.

  • CPU ready time, memory ballooning, and contention analysis.

  • Datastore and hypervisor-level performance correlation.

Hyper-Converged Infrastructure (HCI) Visibility

Monitor compute and storage convergence as a unified system.

  • Support for Nutanix Prism, hosts, and VMs.

  • Node, cluster, and storage performance monitoring.

  • Correlation between compute workloads and storage I/O.

Template-Driven Monitoring Standardization

Scale monitoring with consistency in all environments.

  • Pre-built templates for OS, hypervisors, and platforms.

  • Customizable thresholds aligned with organizational policies.

  • Rapid onboarding of new systems. No manual configuration required.

Auto-Discovery & Dependency Mapping

Continuously discover compute assets and their relationships.

  • Agent-based and agentless discovery throughout environments.

  • Windows and Linux discovery via SNMP alongside agent-based collection.

  • Dynamic mapping of hosts, VMs, clusters, and services.

  • Dependency visualization spanning infrastructure and applications.

SLA-Linked Performance Visibility

Translate compute metrics into service impact.

  • Infrastructure performance mapping to business services.

  • SLA threshold definition for availability and utilization.

  • Visual dashboards aligned with service-level objectives.

Intelligence

From Metrics to Meaningful Compute Intelligence

Modern compute environments span physical servers, virtual machines, hypervisors, and hyper-converged systems. Traditional monitoring exposes metrics from each layer but fails to connect them, leaving teams lacking the cross-layer correlation needed to understand dependencies and impact.

Motadata unifies compute telemetry into one operational model, where metrics from operating systems, virtualization platforms, and infrastructure layers are ingested, normalized, and correlated through Motastore. With AI-driven baselines and dependency awareness, teams detect anomalies earlier, isolate contention points faster, and resolve issues before they impact business operations.

How It Works

Unified Compute Intelligence Architecture

01

Discover

Discover compute assets in hybrid environments.

02

Ingest

Ingest telemetry via agents, APIs, and protocols.

03

Normalize

Normalize data into Motastore's unified data model.

04

Correlate

Correlate host, VM, and service dependencies.

05

Baseline

Apply AI-driven baselines and anomaly detection.

06

Visualize

Visualize insights through SLA-linked dashboards and topology views.

Compute visibility is not isolated. It is fully integrated into the wider observability ecosystem.

Role-Based Value

Precision for Every Role

For CIOs / CTOs

  • Gain enterprise-wide visibility into compute utilization and performance spanning physical servers, virtual machines, and hyper-converged systems from one unified platform.

  • Gain enterprise-wide visibility into compute utilization and performance spanning physical servers, virtual machines, and hyper-converged systems from one unified platform.

For IT Directors / Managers

  • Standardize monitoring throughout hybrid environments to eliminate tool sprawl and ensure consistent performance visibility for all teams.

  • Standardize monitoring throughout hybrid environments to eliminate tool sprawl and ensure consistent performance visibility for all teams.

For NOC Engineers / SREs

  • Detect anomalies faster with cross-layer correlation between host and virtualization layers.

  • Detect anomalies faster with cross-layer correlation between host and virtualization layers.

For DevOps / Platform Teams

  • Correlate infrastructure behavior with application performance spanning host, virtualization, and container layers to isolate the source of degradation.

  • Correlate infrastructure behavior with application performance spanning host, virtualization, and container layers to isolate the source of degradation.

From Visibility to Control

From Monitoring to Performance Assurance

Compute Layer Clarity

Faster root cause identification in compute and virtualization layers.

Contextual Alert Filtering

Reduced alert noise through contextual correlation.

Optimized Capacity Planning

Improved infrastructure utilization and capacity planning.

Service-Mapped Monitoring

Higher SLA adherence through service-aligned monitoring.

Hybrid Environment Parity

Operational consistency throughout hybrid environments.

Explore More

Continue Exploring Hybrid Infrastructure Monitoring

Deep Application & Data Insight

Correlate application performance and database behavior with infrastructure signals for full-stack root cause clarity.

Cloud-Native & Service Intelligence

Monitor cloud platforms, Kubernetes clusters, and critical services with unified visibility in all environments.

Capacity Foresight & Resource Optimization

Predict utilization trends, prevent bottlenecks, and optimize infrastructure investments with AI-driven forecasting.

Autonomous Operations & Predictive Analytics

Detect, diagnose, and remediate issues automatically using AI-driven correlation and runbook automation.

Know Your Limits Weeks Before You Hit Them

Motadata ObserveOps tracks CPU, memory, disk, and network for all compute types in one consolidated view with intelligent baselines.

Motadata ObserveOps Hybrid Infrastructure Monitoring. Compute visibility, no dashboard sprawl.