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SRE Consulting

Site Reliability Engineering for high-availability systems

We provide Site Reliability Engineering (SRE) consulting for companies that operate business-critical, high-traffic systems and need predictable reliability at scale. SRE combines software engineering and operations to ensure availability, performance, and resilience — without slowing down delivery.

When SRE Consulting Is Needed

Teams typically reach out when:

Downtime directly impacts revenue or customers
Incidents are detected too late
Systems degrade under load
On-call stress is high and unpredictable
SLAs are unclear or frequently missed
Infrastructure scales faster than operational maturity

SRE introduces engineering discipline to reliability.

What We Deliver

Reliability Strategy & SRE Foundations

  • Reliability goals and error budgets
  • SLO / SLA / SLI definition
  • Incident response models
  • Clear ownership and escalation paths

Observability & Monitoring

  • Metrics, logs, and traces aligned with SLOs
  • Alerting based on symptoms, not noise
  • Dashboards for engineering and management

Incident Management & Response

  • Incident playbooks and runbooks
  • On-call structure and escalation policies
  • Postmortems with actionable outcomes

Scalability & Resilience Engineering

  • Load testing and capacity planning
  • Failure scenarios and chaos testing
  • Redundancy and failover strategies

Core Capabilities

SLO-Driven Operations

  • Define what "reliable" actually means
  • Balance speed vs stability with error budgets
  • Reduce alert fatigue

High-Availability Architecture

  • Multi-AZ / multi-region setups
  • Stateless services and resilient data layers
  • Graceful degradation strategies

Production Readiness Reviews

  • Release readiness checks
  • Risk analysis before scale events
  • Infrastructure and service audits

Automation & Self-Healing

  • Automated remediation
  • Health checks and circuit breakers
  • Predictable recovery workflows

Technologies We Use

Kubernetes & container platforms
Prometheus, Grafana, Alertmanager
OpenTelemetry, Loki, Tempo
Cloud monitoring (AWS, GCP, Azure)
Load testing and chaos tooling

Our SRE Consulting Process

Step 01

Reliability Assessment

We analyze architecture, incidents, metrics, and risks.

Step 02

SRE Roadmap

Clear priorities for availability, observability, and resilience.

Step 03

Implementation

Monitoring, alerts, automation, and reliability patterns.

Step 04

Enablement

Runbooks, training, and long-term operating models.

What You Gain

Higher uptime and predictable performance
Faster incident detection and recovery
Reduced operational stress
Clear reliability ownership
Systems that scale without chaos

Engagement Models

SRE Assessment & Reliability Audit
Observability & Alerting Setup
Incident Management & On-Call Design
High-Availability Architecture Review
Ongoing SRE Advisory

When SRE Consulting Is Right

This service is ideal if:

You operate business-critical systems
Downtime impacts revenue or customers
You need predictable reliability at scale
Incident response needs structure
You want to balance speed and stability

Start with a Reliability Assessment

Most teams begin with a Reliability Assessment to identify risks and quick wins.

FAQ

What's the difference between SRE and DevOps?

DevOps is a cultural and organizational approach to software delivery. SRE is a specific discipline within DevOps that applies software engineering principles to operations, focusing on reliability, SLOs, error budgets, and systematic incident management. SRE is more prescriptive and metrics-driven than general DevOps.

How do you define SLOs and error budgets?

We work with stakeholders to define Service Level Objectives (SLOs) based on user experience and business requirements. Error budgets represent the acceptable amount of unreliability. When error budgets are exhausted, we focus on reliability improvements instead of new features. This balances speed and stability.

Can SRE work with existing monitoring tools?

Yes — we integrate with existing monitoring stacks (Prometheus, Grafana, Datadog, New Relic, etc.) and enhance them with SRE practices: SLO-based alerting, structured incident management, and reliability-focused dashboards. We can also set up new observability stacks if needed.

How long does SRE implementation take?

A basic SRE setup with SLOs, monitoring, and incident management typically takes 4-8 weeks. A comprehensive SRE transformation with full observability, automation, and reliability engineering can take 3-6 months. We start with an assessment to define scope and priorities.

Do you provide on-call support?

We help design on-call structures, escalation policies, and incident response workflows. We can provide temporary on-call support during transitions, but our focus is on enabling your team to operate reliably long-term. We also offer ongoing SRE advisory for complex systems.

We provide SRE consulting services for businesses across Germany. Our Berlin-based team specializes in high-availability systems, observability setup, incident management, SLO/SLA definition, reliability engineering, and scalable infrastructure for enterprise systems.

SRE Consulting Services | High-Availability Systems – H-Studio