Resilient Operations - AI Observability (APM/ NPM/ IPM)

Logs, metrics, traces —
correlated, not just collected.

Modern enterprises generate millions of telemetry signals every minute — logs, metrics, traces, events, flows.

When latency spikes or a service degrades, teams spend more time searching across disconnected tools than actually resolving the issue. Context is lost between screens. Correlation is manual. Resolution takes longer than it should.

iStreet's Full-Stack Observability platform unifies logs, metrics, and traces across applications, infrastructure, and the digital experience layer into a single correlated telemetry view. From distributed traces across microservices to resource health across hybrid infrastructure, every signal connects, every anomaly carries context, and every alert drives action.

This is not monitoring with more dashboards. This is end-to-end observability, from the user's click to the last database query.

This is not siloed monitoring. This is full-stack observability for modern enterprises.

Key capabilities

Application Performance Monitoring (APM)

  • Distributed tracing across microservices, APIs, and serverless
  • Code-level visibility into slow transactions, error rates, and throughput
  • Auto-discovered service maps and dependency graphs

Infrastructure Monitoring

  • Real-time visibility into compute, memory, storage, and resource saturation
  • Kubernetes cluster monitoring covering pods, nodes, deployments, and resource
  • Automated dependency mapping across infrastructure layers

Digital Experience Monitoring

  • Real user monitoring (RUM) across web, mobile, and single-page applications
  • Synthetic monitoring with scripted transaction tests to detect availability issues
  • End-to-end transaction tracing from the browser or device through every backend service

Unified Telemetry & Correlation Engine

  • Cross-signal correlation that links metric anomalies to the exact trace span
  • Single pane of glass with contextual dashboards that eliminate tool sprawl
  • High-cardinality, high-dimensionality data support without sacrificing detail

Alerting, SLOs & App Health

  • Service Level Objectives (SLOs) with burn-rate alerts tied to real user outcomes
  • Symptom-based alerting that cuts through noise and focuses on actual user impact
  • Error budget tracking, uptime dashboards, and SLA compliance reporting

Log Aggregation & Analytics

  • Centralised log collection, parsing, and indexing across every layer of the stack
  • Full-text search and structured queries at scale with fast retrieval on high-volume telemetry
  • Log-to-trace and log-to-metric linking for instant contextual investigation during incidents

Use cases

Faster Root Cause Isolation

Correlated telemetry across logs, metrics, and traces identifies the exact layer causing degradation, cutting MTTR from hours to minutes.

Proactive Capacity Planning

Historical baselines and resource trend analysis help rightsize infrastructure before saturation impacts performance.

Hybrid & Multi-Cloud Visibility

One unified view of health and performance across on-prem, AWS, Azure, GCP, and edge, with complete coverage across environments.

SLO Tracking & Error Budget Management

Track burn rates against real user experience, identify which service is consuming your error budget, and align engineering priorities to business outcomes.

Digital Experience Visibility

Real user sessions, Core Web Vitals, and synthetic uptime checks deliver performance as your customers experience it, measured at the browser, not the server.

Safe Cloud Migration & Modernisation

Continuous observability through every workload transition — so you migrate and modernize with full visibility at every stage.

Why us

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Full-Stack, Not Fragmented

Applications, infrastructure, and digital experience are correlated in one platform, replacing the complexity of managing multiple disconnected monitoring tools.

Deep APM at the Core

Distributed tracing, service maps, real user monitoring, and code-level diagnostics available as a standalone APM solution or as part of the full-stack observability platform.

SLOs, Not Just SLAs

Service-level objectives that reflect real user experience, with error budget tracking that connects engineering effort directly to business outcomes.

SLOs, Not Just SLAs

Service-level objectives that reflect real user experience, with error budget tracking that connects engineering effort directly to business outcomes.

Built for Hybrid & Multi-Cloud

Purpose-designed for distributed enterprises spanning on-prem, public cloud, private cloud, containers, and legacy systems, observed through a single unified view.

Open & Extensible

Integrates with your existing stack, OpenTelemetry, Prometheus, FluentBit, and your ITSM tools. Extends your ecosystem rather than replacing it.

Part of a Larger Resilience Architecture

Observability at iStreet feeds directly into the broader Resilience Operations Centre, connecting with Unified Data & Insights and operational orchestration for end-to-end enterprise resilience.