High-CCU Operations
Helldivers 2 at massive live-service scale
How Zumidian helped support one of the most demanding live-service environments in gaming with 24/7 incident management, operational analytics, deployment validation, and real-time backend visibility.
Game / customer
Arrowhead Game Studios
Engagement
High-CCU Operations
Operational risk
Backend services had to remain observable during extreme load
Services
Incident Management · Operational Analytics · Release & Deployment Management
Challenge
Player demand changed the operating problem.
Helldivers 2 became one of the fastest-scaling live-service games of 2024. The game sold more than 15 million copies and reached more than 700,000 concurrent players by February 23, 2024.
At that scale, the challenge is no longer only whether the infrastructure exists. It is whether the operating model can detect issues, qualify impact, coordinate response, validate recovery, and keep teams focused while player demand is still moving.
- Backend services had to remain observable during extreme load.
- Incidents needed to be acknowledged and triaged quickly.
- Deployments required validation under live player pressure.
- Engineering teams needed real-time operational visibility.
- Runbooks had to be usable under pressure, not just documented.
- Internal teams could not afford unnecessary operational drag during peak demand.
Zumidian's Role
A 24/7 GameOps layer built for action.
Zumidian provided incident response, live observability, deployment validation, and operational continuity. The model was not passive monitoring. It was qualified operational response.
24/7 Incident Management
Around-the-clock monitoring, incident acknowledgement, triage support, mitigation coordination, and live-service stability coverage during high-load periods.
Operational Analytics
Real-time dashboards for API health, backend services, database latency, Kubernetes status, player behavior, and operational signals that matter under load.
Deployment Validation
Live release monitoring, signal review, post-deploy validation, and recovery support during high-risk operational windows.
Services Used
The capabilities behind the operating model.
Incident Management
24/7 monitoring, incident acknowledgement, triage support, runbook-driven response, and recovery validation.
View serviceOperational Analytics
Dashboards and operational signals for backend services, infrastructure health, player-impact metrics, and production visibility.
View serviceRelease & Deployment Management
Deployment validation, live release monitoring, post-release checks, and operational safety during high-risk windows.
View serviceResults
Operational support during exceptional demand.
2m 16s MTTA
Incidents were acknowledged quickly under live-service pressure.
Maintained uptime during player surges
Operational response helped protect live-service stability during peak demand.
Reduced internal operations burden
Engineering and production teams gained operational support during high-pressure periods.
Delivered real-time visibility
Dashboards gave teams faster access to backend, player behavior, API, and infrastructure signals.
Supported deployment validation
Live releases had an added operational safety layer during high-risk windows.
Business Impact
An operational layer while demand was above normal live-service expectations.
Player experience
Faster incident response and stronger service visibility helped protect the live player experience during extreme demand.
Revenue protection
Reducing operational exposure helped limit the business impact of outages, instability, and delayed response.
Team focus
Zumidian reduced reactive firefighting pressure on internal engineering and production teams.
Operational confidence
Runbooks, dashboards, 24/7 coverage, deployment validation, and recovery checks created a stronger operating model.
Need 24/7 operational coverage for a live game?
Schedule a Game Operations Review to pressure-test your coverage, incident response, and visibility.