Case studies

Practical moves for real platform problems.

These patterns reflect the kinds of outcomes Gone Rogue targets: cost clarity, reliability, delivery velocity, and operating discipline. Client-specific details can be shared in conversation where appropriate.

High-Growth SaaS Cost Control

Challenge
Cloud spend had grown through survival-mode delivery, uneven service ownership, and infrastructure choices that were hard to explain outside engineering.
Work
Introduce FinOps review habits, map spend to accountable services, identify right-sizing opportunities, and separate real scale needs from avoidable waste.
Result Pattern
Leaders gained a clearer cost narrative, engineering had practical guardrails, and the work helped surface over $1M in savings opportunities.

PE-Backed Platform Consolidation

Challenge
16 product lines carried inconsistent infrastructure patterns, duplicated delivery approaches, and unclear ownership across teams.
Work
Assess common platform needs, identify where standardization would reduce drag, and create sequencing that respected product realities instead of forcing one big rewrite.
Result Pattern
Leadership could see which platform decisions mattered first, which teams needed enablement, and where consolidation would create measurable leverage.

Fintech AI-Ready Architecture

Challenge
New AI workloads needed stronger reliability, security, deployment confidence, and operational visibility before the team could scale them responsibly.
Work
Clarify runtime architecture, environment boundaries, observability needs, data-handling constraints, release flow, and operational guardrails required for production use.
Result Pattern
The team had a clearer path from experiment to production, with fewer unknowns around reliability, security posture, and day-two operations.

What counts as success

No invented vanity metrics. Success is defined by observable movement in the metrics leaders already care about.

MTTRMean time to recovery: how quickly the team can detect, triage, and resolve incidents when production fails.
Lead TimeHow long it takes a change to move from commit to production. Shorter lead time usually means fewer manual gates, clearer pipelines, and less release drag.
SpendCloud costs become explainable, reviewable, and connected to owners so leaders can separate useful investment from avoidable waste.
ConfidenceTeams know what is safe to ship, what can be rolled back, and what risks still need leadership attention.