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Sampark Softwares
Sampark Softwares
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SamparkMonitor's visibility across applications, APIs, infrastructure, Kubernetes clusters, networks, vulnerabilities, and performance signals

Monitoring & Observability

Monitoring & Observability

Monitoring and observability powered by SamparkMonitor

SamparkMonitor gives teams a unified operational view across infrastructure nodes, Kubernetes workloads, APIs, network signals, vulnerability indicators, and performance health.

SamparkMonitor Platform

Our in-house monitoring application gives a consolidated view of infrastructure, applications, APIs, Kubernetes clusters, network devices, node health, vulnerability signals, and performance behavior from one operational layer.

Node and Infrastructure Visibility

Monitor servers, VMs, cloud instances, CPU, memory, disk, uptime, service availability, process health, network usage, resource saturation, and infrastructure failure signals across hybrid environments.

Kubernetes and Container Monitoring

Track Kubernetes nodes, pods, namespaces, deployments, services, ingress, container restarts, resource limits, readiness probes, liveness probes, workload status, and cluster events.

API and Application Performance

Monitor every API for availability, latency, response time, throughput, error rate, timeout patterns, failed calls, endpoint health, and service-level performance degradation.

Network and Vulnerability Signals

Bring visibility into network availability, device behavior, exposed services, abnormal activity, endpoint risk, vulnerability indicators, infrastructure gaps, and operational risk patterns.

Open Observability Stack Expertise

Alongside SamparkMonitor, our team works with Prometheus, Grafana, New Relic, cloud-native monitoring, exporters, log pipelines, dashboards, alerting rules, and observability integrations.

Bring Every Node, API, Cluster and Risk Signal Into View

SamparkMonitor helps teams monitor infrastructure, Kubernetes workloads, APIs, networks, vulnerabilities, and performance signals from one operational layer.

Explore SamparkMonitor
SRE Engineering Approach

Reliability engineering that turns production behavior into measurable control

Site reliability is not achieved by adding more alerts. It needs clear service objectives, meaningful indicators, tuned observability, incident ownership, automation paths, and release feedback that engineering and operations can act on.

Sampark applies SRE practices across applications, infrastructure, cloud workloads, databases, APIs, and production support processes. We connect SLIs, SLOs, logs, metrics, traces, alerts, runbooks, and incident workflows into one reliability operating model.

The outcome is a production environment where teams can detect issues earlier, respond faster, reduce toil, and improve reliability through evidence.

Site reliability engineering and production observability
SRE Operating Model

From reliability targets to operational response discipline

A structured SRE model covering service objectives, observability signals, alert governance, incident response, automation, capacity control, and continuous correction.

Reliability Control Model

Six layers that make production reliability measurable

Service Layer Critical journeys, service maps, dependency chains, business impact.
SLO Layer SLIs, SLOs, error budgets, latency, availability, error rate.
Signal Layer Logs, metrics, traces, dashboards, alerts, synthetic checks.
Incident Layer Severity model, escalation path, runbooks, war-room flow.
Automation Layer Toil reduction, remediation scripts, health checks, validation tasks.
Learning Layer Post-incident reviews, gap tracking, reliability backlog, correction.
01

Service and Journey Mapping

Identify critical services, user journeys, application dependencies, infrastructure links, data paths, APIs, and operational ownership boundaries.

02

SLO and Error Budget Design

Define SLIs, SLOs, availability targets, latency thresholds, error budget rules, and reliability expectations tied to real service behavior.

03

Observability Signal Setup

Configure logs, metrics, traces, dashboards, alert rules, dependency views, synthetic checks, and production health indicators.

04

Incident Response Engineering

Build severity models, escalation flows, owner matrices, runbooks, communication rules, war-room discipline, and post-incident review structure.

05

Automation and Toil Reduction

Automate repetitive checks, restart actions, validation scripts, alert enrichment, remediation tasks, support workflows, and deployment verification.

06

Capacity and Reliability Review

Track saturation, scaling thresholds, database pressure, queue depth, CPU, memory, storage, network behavior, and reliability backlog items.

Why SamparkMonitor

Observability built for infrastructure, APIs, networks, and risk signals

For teams that need one operational layer to see node health, application behavior, Kubernetes status, network availability, vulnerability indicators, and performance degradation.

Owned Monitoring Platform

SamparkMonitor is our in-house platform, giving teams a controlled monitoring layer instead of depending only on scattered third-party dashboards.

Node-to-Service Visibility

Infrastructure signals are connected with service behavior, helping teams understand how CPU, memory, disk, network, pod, or node issues affect applications.

API-Level Performance Tracking

APIs can be monitored for latency, response time, throughput, failed calls, error patterns, endpoint availability, timeout behavior, and degradation trends.

Kubernetes-Aware Monitoring

Cluster visibility includes nodes, pods, namespaces, deployments, services, ingress, container restarts, health probes, events, and workload status.

Vulnerability and Network Signals

Network availability, device behavior, exposed services, abnormal activity, endpoint risks, and vulnerability indicators are surfaced for operational review.

Toolchain Flexibility

SamparkMonitor can work with Prometheus, Grafana, New Relic, exporters, cloud collectors, and existing observability stacks.

SamparkMonitor monitoring and observability dashboard operations

Need unified monitoring across your stack?

SamparkMonitor can help bring infrastructure, APIs, Kubernetes, network, vulnerability, and performance signals into one operational view.

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Solutions & Services

Service Areas

Explore Sampark services across transformation, applications, cloud, security, data, automation, and delivery support.

Apps, APIs & Enterprise Platforms

Application & Platform Services

Application development, integration, testing, enterprise platforms, APIs, mobile apps, and delivery support.

Application Development Custom enterprise application development. Application Maintenance & Support Support and stabilize business applications. Microservices Development Modular services for scalable platforms. Web Application Development Web apps, portals, and business interfaces. Mobile Application Development Mobile apps for customers and field users. System Integration Connect enterprise systems and workflows. API Development & Integration Secure APIs and third-party connectivity. UAT & Rollout Support Controlled validation and release support. QA & Automation Testing Testing coverage and automation support. Performance Testing Load, speed, and stability validation. Application Security Testing Security testing for applications and APIs. Enterprise Platforms Enterprise software platform implementation. ERP Implementation ERP implementation and process alignment. ServiceNow Implementation ServiceNow setup and workflow delivery. SAP Integration SAP connectivity and business integration.
Explore Application Services
Cloud, Infrastructure & Operations

Cloud, Infrastructure & Managed Services

Cloud migration, infrastructure modernization, DevOps, monitoring, NOC/SOC, managed IT, and support services.

Cloud Migration Move workloads to cloud safely. Hybrid & Multi-Cloud Manage workloads across cloud environments. Cloud Native Development Cloud-ready applications and services. Cloud Cost Optimization Control cloud spend and usage waste. Infrastructure Modernization Upgrade infrastructure foundations. Server & Network Management Manage servers, networks, and operations. Storage & Backup Solutions Storage, backup, and recovery planning. Disaster Recovery and Business Continuity Resilience planning for critical operations. DevOps Automation Automate build, release, and deployment. Containerization & Kubernetes Container platforms and orchestration. Site Reliability Engineering Improve reliability and service uptime. Monitoring & Observability Track health, logs, uptime, and performance. NOC and SOC Services Operations and security monitoring support. Managed IT Services Managed support for IT environments. Infrastructure, Cloud & Network Managed Services Managed infrastructure and cloud operations. Application & Database Managed Services Managed application and database support. Helpdesk & Support Services L1/L2/L3 support and ticket handling.
Explore Cloud & Infra
Assessment, Protection & Monitoring

Cybersecurity Services

Security assessment, protection controls, monitoring, tool implementation, endpoint security, identity, and network defense.

Vulnerability Assessment Find and prioritize security weaknesses. Cloud Security Assessment Assess cloud security gaps and controls. Compliance Readiness Prepare controls for compliance needs. Endpoint Security Protect laptops, desktops, and endpoints. Network Security Secure networks, traffic, and boundaries. Email & Web Security Protect users from web and email threats. Identity & Access Security Control access, identity, and permissions. Security Monitoring & Response Monitor alerts and support response. Security Tool Implementation Deploy and configure security platforms. Firewall & EDR Implementation Implement endpoint and perimeter controls.
Explore Cybersecurity
Data, Workflow & Connected Operations

Data, Automation & IoT Services

Data platforms, BI, database services, workflow automation, IoT, MES, video analytics, and omnichannel communication.

Data Engineering & Integration Move and integrate operational data. Data Warehousing & Analytics Platforms Build structured analytics platforms. Business Intelligence & Reporting Dashboards, MIS, and decision reports. Database Management Manage enterprise database environments. Database Migration & Performance Services Migrate, tune, and stabilize databases. Process Automation Automate business tasks and workflows. Workflow Platform Development Build workflow platforms for operations. IoT Solutions Connect field devices and sensor data. MES Solutions Manufacturing execution and shopfloor visibility. Video Analytics Computer vision for events and monitoring. Omnichannel Solutions Automate communication across channels.
Explore Data & Automation
Advisory, Resources & Teams

Consulting, Staffing & Dedicated Teams

Technology advisory, resource augmentation, contract staffing, payroll outsourcing, and dedicated development teams.

Technology Consulting & Project Advisory Planning, advisory, and delivery guidance. Resource Augmentation Add skilled resources to delivery teams. IT Contract Staffing Contract IT staffing support. Payroll & Outsourcing Payroll and outsourced workforce support. Dedicated Development Teams Managed teams for long-term delivery.
Explore Consulting