Engineering Services Built for Reliability at Scale
Whether you need a one-time reliability audit, ongoing SRE support, or a fully embedded engineer — Cloudvorn delivers measurable resilience improvements for cloud-native teams.
Reliability Foundation Setup
A structured engagement that transforms ad-hoc operations into a repeatable, measurable reliability practice — giving your team the SLOs, runbooks, and architecture clarity they need to move fast without breaking things.
Who This Is For
Common Problems Solved
- No defined SLOs — the team doesn't know what 'reliable enough' looks like.
- On-call rotations are chaotic, undocumented, or non-existent.
- Architecture decisions are made without reliability trade-off analysis.
- Post-incident reviews happen inconsistently or not at all.
- Deployments cause unexpected outages with no rollback playbook.
Deliverables
- Reliability architecture review with annotated diagrams and risk matrix.
- SLO definitions for your top 3–5 critical user journeys with error budgets.
- On-call structure recommendation with escalation paths.
- Runbook templates pre-populated for your most common failure modes.
- Deployment safety checklist tailored to your CI/CD pipeline.
- 30-page Reliability Foundation Report with prioritised action items.
Expected Business Outcomes
- 40–60% reduction in unplanned downtime within the first quarter.
- Clear reliability language shared between engineering and leadership.
- Faster incident resolution through documented runbooks and escalation paths.
- Confidence to ship features faster with understood risk trade-offs.
Timeline: 2 weeks from kick-off to final report delivery.
Cloud Cost & Performance Review
A forensic analysis of your cloud spend and resource utilisation that uncovers waste, right-sizes workloads, and aligns cost with actual business value — typically paying for itself within the first month.
Who This Is For
Common Problems Solved
- Cloud bill growing faster than revenue with no clear explanation.
- Over-provisioned compute, storage, or database instances sitting idle.
- No reserved instance or savings plan strategy in place.
- Performance bottlenecks masked by throwing more resources at the problem.
- Lack of cost attribution — no one knows which team or service drives spend.
Deliverables
- Full cloud spend audit with line-item cost breakdown by service, team, and environment.
- Right-sizing recommendations for compute, database, and storage resources.
- Reserved instance / savings plan modelling with projected ROI.
- Architectural change proposals that improve performance while reducing cost.
- Cost-tagging strategy and dashboard setup for ongoing visibility.
- Executive summary with quick wins (< 1 week) and strategic optimisations (1–3 months).
Expected Business Outcomes
- 20–40% reduction in monthly cloud spend within the first 90 days.
- Improved application performance through right-sized infrastructure.
- Finance and engineering aligned on cloud cost ownership and budgeting.
- Ongoing cost visibility through tagging and dashboards that prevent drift.
Timeline: 1–2 weeks depending on environment complexity.
Incident Readiness Package
A comprehensive programme that ensures your team can detect, respond to, and recover from production incidents with speed and confidence — turning chaos into a coordinated, repeatable process.
Who This Is For
Common Problems Solved
- Incidents are resolved by heroics, not process — knowledge lives in one person's head.
- No clear severity levels, communication templates, or stakeholder notification plan.
- Post-incident reviews are blame-focused or skipped entirely.
- Teams have never practised a coordinated incident response.
- Compliance requirements demand a documented incident management framework.
Deliverables
- Custom incident response framework with severity classification (SEV1–SEV4).
- Role-based response playbooks — Incident Commander, Communications Lead, Technical Lead.
- Stakeholder communication templates for internal teams, executives, and customers.
- Blameless post-incident review template and facilitation guide.
- Live tabletop exercise simulating a production outage with your team.
- On-call rotation design with escalation policy recommendations.
- Tooling integration plan for PagerDuty, Opsgenie, or your existing alerting stack.
Expected Business Outcomes
- 50–70% faster mean time to resolution (MTTR) through structured response.
- Reduced blast radius — incidents are contained before they cascade.
- Team confidence in handling SEV1 events without panic.
- Compliance-ready documentation for SOC 2, ISO 27001, and customer audits.
- Culture shift from blame to learning through blameless post-mortems.
Timeline: 2–3 weeks including the live tabletop exercise.
Monitoring & Observability Design
A ground-up design (or overhaul) of your monitoring, logging, and tracing stack — so your team can answer "what's broken and why?" in minutes instead of hours, and proactively catch problems before customers do.
Who This Is For
Common Problems Solved
- Alert fatigue — too many notifications, most of which are not actionable.
- No distributed tracing — debugging cross-service issues takes hours.
- Dashboards exist but nobody trusts or uses them.
- Logs are scattered across services with no correlation or structured format.
- Monitoring costs spiralling because of uncontrolled metric cardinality.
Deliverables
- Observability strategy document covering metrics, logs, and traces (the three pillars).
- SLO-aligned alerting design — alerts tied to user-facing impact, not system noise.
- Dashboard blueprints for service health, SLO burn-rate, and business KPIs.
- Structured logging standard and implementation guide for your language/framework.
- Distributed tracing rollout plan with OpenTelemetry instrumentation guidance.
- Alert routing and escalation configuration for your on-call tooling.
- Cost optimisation recommendations to control observability tool spend.
Expected Business Outcomes
- 80%+ reduction in alert noise — only actionable, customer-impacting alerts fire.
- Mean time to detection (MTTD) drops from hours to minutes.
- Engineers can trace a request across services in under 5 minutes.
- Dashboards that leadership and engineering both trust for decision-making.
- Controlled observability costs with cardinality management and retention policies.
Timeline: 2–4 weeks depending on stack complexity and number of services.
Reliability Retainers
Continuous reliability partnership that keeps your systems resilient as you scale — providing ongoing SRE expertise, proactive reviews, and priority support without the cost of a full-time hire.
Who This Is For
Common Problems Solved
- Reliability improvements stall after the initial engagement without ongoing support.
- No internal SRE expertise to guide architecture decisions as the platform evolves.
- Toil accumulates — manual operational tasks eat into feature development time.
- Need a trusted advisor for infrastructure decisions without a full-time SRE hire.
- Customer contracts demand uptime SLAs but the team lacks the tooling to track them.
Choose Your Tier
$3,000 / mo
- Monthly reliability review call (60 min).
- SLO tracking and error budget reporting.
- Up to 10 hours of async advisory & PR reviews.
- Priority email support (24-hour SLA).
- Quarterly reliability health scorecard.
$5,500 / mo
- Everything in Essential, plus:
- Bi-weekly reliability review calls.
- Up to 25 hours of hands-on SRE work per month.
- Incident response support with 4-hour SLA.
- Toil reduction projects (automation, self-healing).
- Architecture review for new features and services.
- Monthly reliability improvement roadmap updates.
From $9,000 / mo
- Everything in Growth, plus:
- Weekly syncs with engineering leadership.
- 40+ hours of dedicated SRE work per month.
- Incident commander coverage for SEV1 events.
- Chaos engineering and game day facilitation.
- Capacity planning and performance modelling.
- Dedicated Slack channel with 1-hour response SLA.
- Custom SLA — tailored to your uptime commitments.
Expected Business Outcomes
- Sustained reliability improvements month over month, not just one-time fixes.
- Engineering teams freed from operational toil to focus on product development.
- Proactive identification of risks before they become customer-impacting incidents.
- SRE expertise available on-demand at a fraction of a full-time hire cost.
- Measurable uptime improvements aligned to business SLA commitments.
Timeline: Ongoing monthly engagement — start any time, cancel with 30 days' notice.
Embedded / Contract SRE Services
A Cloudvorn SRE engineer embedded directly in your team — attending standups, shipping reliability improvements, and building internal SRE culture from within. All the impact of a senior SRE hire, none of the 6-month recruiting timeline.
Who This Is For
Common Problems Solved
- Can't hire senior SREs fast enough to keep up with growth.
- Need hands-on reliability work, not just advisory — someone to write the Terraform and the runbooks.
- Preparing for a major product launch or migration with tight reliability requirements.
- Building an SRE team from scratch and need a senior practitioner to establish practices.
- Short-term capacity gap — parental leave, attrition, or project surge.
Deliverables
- Dedicated senior SRE embedded in your team's workflows (Slack, standups, sprint planning).
- Hands-on infrastructure and reliability engineering — IaC, CI/CD, monitoring, incident response.
- Knowledge transfer sessions to upskill your existing engineers on SRE practices.
- Documentation of all systems, runbooks, and processes created during the engagement.
- Weekly progress reports and a monthly reliability improvement summary.
- Smooth handoff plan at engagement end — no knowledge leaves with the contractor.
Expected Business Outcomes
- Immediate SRE capacity — productive within the first week, not the first quarter.
- Reliability improvements shipped alongside feature work, not as a separate backlog.
- Internal team upskilled on SRE practices through pairing and knowledge transfer.
- Reduced operational burden on product engineers — fewer pages, less firefighting.
- Clean handoff — all work documented and transferable when the engagement ends.
Timeline: 3-month minimum engagement; most clients extend to 6–12 months.
Not Sure Which Service Fits?
Book a free 30-minute discovery call. We'll assess your reliability posture and recommend the right engagement — no pressure, no obligations.