// use-cases

Real problems.
Real platforms.
Real results.

Platform Engineering isn't theoretical for us. These are the actual challenges our clients brought us, and the numbers they got back.

97%
Release overhead reduction
79%
Fewer security incidents
30%
Average cloud savings
Banking & Financial Services

From monthly releases
to daily deployments.

A major European bank was shipping features monthly, constrained by a release process that took four weeks of manual coordination, compliance checks and rollback planning.

Problem4-week release cycles. Manual compliance reviews. No self-service environments. 60% of engineers' time on tickets, not features.
SolutionPlatform Engineering + AIOps. Internal developer platform with golden paths, policy-as-code and automated compliance evidence packs.
Result97% release overhead reduction. Monthly releases to daily. Self-service environments provisioned in under 15 minutes.

// industry segment: Banking & Financial Services

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Telecommunications

112 alerts a day.
Down to the ones
that actually matter.

An SRE team at a major European telco was drowning in alert noise. 112 alerts a day, most of them duplicates or non-actionable. Engineers were on edge and incidents were being missed in the noise.

ProblemAlert fatigue overwhelming SRE teams. 112 daily alerts, 90% noise. Real incidents buried. MTTR climbing. Engineers burning out.
SolutionAIOps + Managed Platform. ML-based event correlation, runbook automation, and alert suppression trained on 12 months of incident data.
Result79% fewer security incidents. Alert volume dropped 90%. MTTR reduced from 4.2h to 38 minutes. SRE on-call load halved.

// industry segment: Telecommunications

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Energy & Utilities

Cloud spend visible.
Cloud waste gone.

An energy company running multi-cloud workloads across three providers had no unified view of spend. Costs were growing 40% year-on-year with no accountability at the team level.

ProblemCloud costs spiralling 40% YoY across AWS, Azure and GCP. No cost attribution by team. No alerting on anomalies. Zero FinOps culture.
SolutionFinOps Governance. Unified cost visibility layer, showback-by-team dashboards, rightsizing recommendations and anomaly alerting.
Result30% average cloud savings in the first 90 days. Cost growth turned negative. Every team owns their spend for the first time.

// industry segment: Energy & Utilities

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SaaS & Technology

Engineers building features.
Not filing tickets.

A fast-growing SaaS company found that its engineers were spending 60% of their time requesting infrastructure, waiting for environments and unblocking deployments. Product velocity had stalled.

ProblemEngineers spending 60% of time on infrastructure tickets. Environments provisioned in days. Deployments blocked on manual approvals. Scaling was painful.
SolutionInternal Developer Platform with Backstage, golden paths and Crossplane. Self-service environment templates. Automated security and compliance gates.
ResultSelf-service environments in under 15 minutes. Engineers spending 80% of time on product. Deployment frequency up 4x in 90 days.

// industry segment: SaaS & Technology

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// industries we serve

Built for regulated, at-scale environments

Banking & Finance
Telecommunications
Energy & Utilities
SaaS & Technology
Public Sector
Healthcare
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