Challenge
The sample studio needs visibility into retention, events, content updates, and incidents, but the data is spread across game clients, backend services, and manual reports.
Engineering case studyIllustrative exampleSample engagement
Sample engagement: Live-ops dashboard for a game studio
An illustrative example of a live-ops and analytics dashboard for a game team managing events, telemetry, and player-facing changes.
Client label
Sample Client - Independent Game Studio
Illustrative example - this will be replaced with a real engagement writeup.
Approach
Svorus would define event taxonomy, build the dashboard, connect backend telemetry, add content operations workflows, and create incident and rollback routines.
Technical profile
Architecture, capabilities, and implementation surface
Platforms
- Web dashboard
- Game backend
- Analytics pipeline
Technology
- React
- FastAPI
- Event telemetry
- Cloud deployment
Key features
- Live event monitoring
- Telemetry dashboards
- Content operations workflow
- Rollback planning
AI capabilities
- Future-ready anomaly review concept
- Operational summarization concept
- Player-support automation concept
Architecture highlights
- Event taxonomy defined before dashboards
- Telemetry, release, and incident workflows connected
- Operational roles mapped to dashboard views
Engineering challenges
- Maintaining reliable event data across clients and backend
- Making content changes observable and reversible
- Keeping live-ops workflows fast for non-engineering users
Results
What this entry is meant to prove
live-ops dashboard scenario
telemetry and rollback workflow designed together
Services involved
Capabilities behind this work
Interactive and Game Development2D, 3D, HTML5, AR, VR, multiplayer, and live-ops engineering for real-time experiences.Selected capabilities2D and 3D game developmentHTML5 and casual gamesAR, VR and real-time 3DExplore serviceProduct Engineering and Custom SoftwareWeb, mobile, and platform engineering from discovery through production with one accountable team.Selected capabilitiesProduct strategy and discoveryWeb application engineeringMobile engineeringExplore serviceCloud, DevOps and Platform EngineeringCloud migration, CI/CD, observability, reliability, and platform foundations built for on-call reality.Selected capabilitiesCloud migration and modernizationCI/CD and DevOps automationSite reliability engineering and observabilityExplore serviceData Engineering and AnalyticsTrusted pipelines, data platforms, BI, and MLOps foundations for products, dashboards, and AI agents.Selected capabilitiesData pipeline and integrationData platform modernizationAnalytics and BIExplore serviceDedicated Teams and Staff AugmentationNamed engineers embedded in your rituals, repos, and delivery process instead of an anonymous ticket queue.Selected capabilitiesEmbedded engineering podsSpecialist hiring for AI, cloud, mobile, and dataTeam ramp-up and onboardingExplore serviceManaged Services and SupportApplication, cloud, and AgentOps support from the team that understands what was built and why.Selected capabilitiesApplication managed servicesCloud infrastructure managementAgentOps monitoringExplore service
Industry context
Market connected to this work
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