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ScaleCloud
Enterprise observability practice

See everything, understand anything

ScaleCloud builds enterprise observability — unified metrics, logs, traces, and events with AI-driven insights that give you full visibility into the health and performance of your entire estate.

100%
Coverage
5min
MTTD
3min
MTTR
24/7
Monitoring
Metrics Logs Traces Events Dashboards Alerting SLOs AI Insights
Unified

One view across everything.

Real-Time

Live, not lagging.

AI-Insight

ML finds what matters.

SLO-Driven

Reliability measured.

Unified
Real-time
AI insight
SLO-driven
Observability Control Plane
LIVE
20.29%
Coverage
8%
MTTD
0.2K
MTTR
Telemetry Throughput +24%
Delivery Pipeline
Collect
Correlate
Analyse
Act
Live Activity
24/7
metrics ingested trace sampled log correlated insight generated metrics ingested trace sampled log correlated insight generated
2.4M metrics ingested per minute1m
trace correlated to incident3m
log anomaly detected — error spike7m
AI insight — latency correlated to deploy12m
Coverage
100%
Estate
MTTD
5m
Detect time
MTTR
3m
Resolve
Metrics
2.4M
Per minute
SLOs
24
Tracked
Insights
12
AI-generated
Region Health
3/3 OK
metricsstreaming
logsindexed
tracessampling
1 · Full-Lifecycle Observability Expertise

Full-lifecycle enterprise observability expertise

From collection to AI insights — select a lifecycle stage to see the focus areas, deliverables, and tooling we bring.

Stage 1 of 6Telemetry pipeline
Stage 1

Collect

Telemetry pipeline

Collect metrics, logs, traces, and events from across the estate into a unified platform.

Focus areas
  • Metrics
  • Logs
  • Traces
Deliverables
  • Collection pipeline
  • Telemetry platform
  • Instrumentation
Tooling
CollectorsAgentsOpenTelemetry
2 · ScaleCloud Observability Services

Ten services across the observability lifecycle

A complete observability practice — select a service to explore the outcomes and where it fits.

Telemetry Pipeline & Collection

Collect metrics, logs, traces, and events into a unified platform.

Telemetry-ready
What you get
  • Collection
  • Pipeline
  • Instrumentation
Explore capability
3 · Observability Capability Ecosystem

Depth across every observability domain

We deliver across the full observability capability portfolio — select a domain to see what it covers and where it fits best.

Metrics

6 services

Metrics collection, time-series, and performance data.

Services we deliver
Metrics collection Time-series Performance Capacity Custom metrics Business metrics
4 · Enterprise Observability Reference Architecture

An observability foundation

Collect, correlate, visualise, analyse, alert, and improve layers. Select a layer to explore its components and design principles.

Architecture Layers

Correlate Layer

Correlated

Signal correlation, topology, and context linking.

Components
CorrelationTopologyContextDependencies
Design principles
  • Correlate signals
  • Map topology
  • Add context
5–7 · Telemetry, SLOs & AI Insights

How we deliver enterprise observability

Select a track to explore our approach — telemetry, SLOs, and AI insights.

Delivery tracks

Telemetry Pipeline

Telemetry-ready

Unified telemetry collection — metrics, logs, traces, and events — with OpenTelemetry.

What's included
  • Metrics collection
  • Log centralisation
  • Distributed tracing
  • Event collection
  • OpenTelemetry instrumentation
  • Sampling strategy
  • Enrichment & context
  • Pipeline optimisation
Tooling
OpenTelemetryCollectorsAgentsPipeline
Outcomes
Unified telemetry Standard collection Full coverage
8–11 · Observability Capability Depth

Observability capability depth

Seven capability areas with detailed features — select an area to explore each component and what it delivers.

Metrics

Metrics collection and time-series.

Collect
  • Metrics
    Performance data
  • Time-Series
    Historical
  • Custom
    Business metrics
Analyse
  • Trends
    Over time
  • Capacity
    Resource use
  • Performance
    Latency/throughput
Business
  • Business KPIs
    Business metrics
  • Conversion
    Funnel metrics
  • Revenue
    Revenue metrics
12 · Assessments to Get Started

Start with a focused observability assessment

Three assessments that turn observability ambition into an actionable, prioritised plan.

Observability Maturity Assessment

Evaluate observability maturity, coverage, and gaps across the estate.

Duration: 2–3 weeksRequest Assessment

SLO & Reliability Assessment

Assess SLO definitions, error budgets, and reliability engineering maturity.

Duration: 1–2 weeksRequest Assessment

Telemetry Pipeline Assessment

Evaluate telemetry collection, pipeline, and platform readiness.

Duration: 2–4 weeksRequest Assessment
13 · Observability Outcomes

Outcomes our observability engagements deliver

100% Coverage

Unified observability across infrastructure, applications, and user experience.

5-Minute MTTD

AI-driven detection and smart alerting that detect issues in 5 minutes.

AI-Driven Insights

ML anomaly detection and root cause analysis that find what matters automatically.

14 · Continue Across the Observability Ecosystem

Continue across the observability ecosystem

Explore related solutions — select one to see its strengths and where it fits.

Intelligent Cloud Ops

AI-enhanced cloud operations and autonomous remediation.

Key strengths
  • AI ops
  • Autonomous
  • Optimization
Explore
15 · Insights From Our Observability Architects

Insights from our observability architects

Field-tested perspectives on telemetry, SLOs, and AI insights — with author and read time.

Observability

Observability vs Monitoring

Why observability — not just monitoring — is the key to understanding complex systems.

Observability Practice 8 min read
Read insight
SLOs

SLOs That Drive Reliability

Designing SLOs and error budgets that improve reliability meaningfully.

Reliability Team 7 min read
Read insight
Tracing

Distributed Tracing in Microservices

End-to-end tracing that finds latency and bottlenecks across services.

Tracing Team 8 min read
Read insight
AI

AI Insights for Observability

How ML turns telemetry into actionable insights and root cause analysis.

AI Team 6 min read
Read insight
Telemetry

OpenTelemetry: The Standard

Why OpenTelemetry is the foundation of vendor-neutral observability.

Platform Team 7 min read
Read insight
16 · Frequently Asked Questions

Answers to common observability questions

Enterprise observability is the ability to understand the internal state of your systems from external outputs — unified metrics, logs, traces, and events with AI insights that let you see, understand, and act on the health of your entire estate.

Observability Maturity Score

Your observability maturity at a glance

33%
2 of 6 steps done
Ready to accelerate
Telemetry Unified
Dashboards Live
SLOs Defined
AI Insights Live
Smart Alerting
Full-Stack Coverage
  • Free 30-minute consultation
  • 100% coverage
  • NDA available on request
  • No obligation, no pressure
Speak with an Observability Architect
Observability architects available now

Ready to see everything and understand anything?

Book a consultation with our observability architects and build unified telemetry, SLOs, and AI insights with 100% coverage.

100%
Coverage
5m
MTTD
3m
MTTR
12
AI insights
Free 30-min consultation 100% coverage NDA on request

Build enterprise observability that sees everything, understands anything, and acts fast.

Collect
Correlate
Analyse
Act
Book a Consultation

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