Business Case

Operational control without the operational burden.

Zumidian gives studios and publishers a dedicated 24x7x365 GameOps layer that helps protect revenue, improve response, stabilize launches, and keep internal teams focused on building better games, without forcing them to build the full operating model internally.

Operating Model
Build Internally
Fixed headcount
Shift coverage
Management overhead
Tooling burden
Burnout risk
Zumidian Model
Expert coverage
Runbook response
Operational analytics
Launch support
Month-to-month, no commitment
Core business question
How do you keep operational control without carrying all the internal burden?

Cost calculator

Estimate your true cost of building in-house.

Model the fully-loaded annual cost of staffing, tooling, and managing a 24/7 game operations team internally, then compare it directly against the Zumidian full-service package.

Model your internal build

Adjust the assumptions for your studio.

Every studio's number is different: headcount, market, tooling and scope all move it. That's what this calculator is for; the figures elsewhere on this page are illustrations, your inputs are the answer.

Senior ops engineers needed
7headcount
315

24/7 coverage needs 3 shifts plus weekends, holidays, and redundancy, realistically 6 to 8.

Average base salary
$140K/year
$80K$220K

Senior DevOps / SRE / LiveOps engineers in gaming hubs command $120K to $200K+ base.

Benefits & overhead
35%of salary
20%60%

Benefits, taxes, equity, equipment, and stipends. 35% is conservative for US/EU studios.

Annual tooling & infra
$60K/year
$20K$250K

Monitoring, paging, dashboards, runbook platforms, log retention, and probe networks.

Annual recruiting & retention
$40K/year
$10K$200K

24/7 roles are hard to fill and keep. Replacement cost is commonly 6 to 9 months of salary.

Your estimate

Estimated internal cost
$1.42M/year
Fully-loaded salary: $189K
People cost: $1.32M
Tooling + recruiting: $100K
Zumidian: $300K
Zumidian package
$300K
All-in, no hidden fees /year
Direct savings
$1.12M
79% lower than internal
79%

lower than building and running the same coverage internally.

Direct savings only. Engineering velocity, retention, faster incident recovery, and fewer launch fire drills represent additional unquantified value. Directional estimate, not a formal quote. Actual pricing varies by studio size, launch timeline, and scope. Assumptions are calibrated for US / Western European studios.

This calculator runs entirely in your browser. We do not store, send, or collect any of the values you enter.

The operating-model decision

The question is not whether live games need GameOps.

They do. The real question is whether every studio or publisher needs to build the entire 24/7 operating model internally.

Continuous activity

Live games operate in real time across players, systems, regions, and time zones. There is no true offline mode.

Instant business impact

Operational issues can immediately affect gameplay, monetisation, player trust, support volume, and executive confidence.

High-stakes moments

Launches, updates, live events, regional degradation, and backend instability compress operational risk.

Internal cost burden

Building coverage is possible. Sustaining it reliably is the challenge.

Internal 24/7 coverage is a permanent operating model: shifts, management, runbooks, tooling, training, reporting, retention, escalation paths, key-person dependency, and burnout mitigation.

Coverage gaps

Nights, weekends, vacations, holidays, and unexpected peaks are difficult to cover consistently.

Escalation delays

Resolution depends on who is available, how fast they respond, and how much context they have.

Key-person dependency

Critical operational knowledge often sits with a few people instead of a repeatable system.

Operational fatigue

On-call pressure, night/weekend coverage, and engineers pulled from roadmap work reduce efficiency.

Revenue exposure

Downtime is a business problem. It is revenue exposure.

For live games, uptime is a business performance metric. Availability, performance, and response time affect revenue, player trust, support volume, community sentiment, launch momentum, and internal productivity.

1
Operational issue
2
Player impact
3
Revenue exposure
4
Support pressure
5
Engineering disruption
6
Brand damage

Detection is not recovery

Alerts do not resolve incidents. Operations do.

Most teams already have dashboards, alerts, and escalation paths. The gap is what happens after the alert: qualification, ownership, runbook execution, validation, and recovery.

Traditional escalation model

Alert
Triage
Escalation
Waiting
Investigation
Resolution

More handoffs. More delay.

Zumidian operating model

Alert
Qualified response
Runbook execution
Validation
Resolution

Fewer handoffs. Faster recovery.

Cost comparison

The economics of 24/7 GameOps are changing.

Lower fixed cost is only part of the value. The stronger argument is reduced operational risk, faster response, better launch stability, and lower internal burden.

$900K–$1.4M+
What a genuine internal 24/7 GameOps build commonly costs per year, fully loaded; lean setups come in lower by accepting coverage gaps, and larger teams, premium markets and multi-title coverage can run well beyond. Model your own assumptions in the calculator above.
$300K
Zumidian full package annualised from $25,000/month for incident management, operational analytics, and release support.
3–5x
What internal builds typically cost relative to the Zumidian package, based on the calculator's assumption ranges. Your multiple depends on your inputs; the savings are the gap between your number and $300K.

CAPEX vs OPEX

The internal-build model can become a CAPEX trap.

Fixed operational capacity is expensive, slow to adapt, and difficult to scale around launches, incidents, quiet periods, and live-service peaks. A flexible GameOps layer turns operational coverage into a more agile operating expense.

Internal Build

Rigid. Expensive. Slow to adapt.

Fixed costs regardless of demand
Difficult to scale for launches and spikes
Capital and management attention tied to non-core operations
Zumidian Model

Flexible. Scalable. Built for live games.

Predictable monthly operating cost
Scale support around launches, updates, and incidents
Internal teams stay focused on product and player value
Month-to-month, no long-term commitment. We have to earn the engagement every month, and the switching cost of leaving is low because we work inside your existing tools rather than replacing them. An annual commitment is available at a better rate, but the model doesn't depend on locking you in.

Build vs extend

Compare the operating models.

Coverage
Requires hiring, scheduling, management, and retention.
Included as a dedicated 24x7x365 operating layer.
Incident response
Often depends on escalation paths and on-call availability.
Resolution-focused, runbook-driven response.
Tools
Internal implementation and maintenance burden.
Works with existing tools, workflows, and processes.
Launch support
Requires surge staffing and release coordination.
Built into launch, deployment, and post-release support.
Cost profile
Fixed internal cost structure.
Predictable monthly operating cost, month-to-month with no long-term commitment.
Team focus
Engineers can be pulled into firefighting.
Internal teams stay focused on product and roadmap.

The Zumidian model

Integrate. Operate. Improve.

Zumidian acts as an embedded 24/7 operational layer: integrating with your tools and workflows, operating live services, and continuously improving alerts, runbooks, dashboards, and release readiness.

Incident Management

24x7x365 monitoring, runbook-driven response, full-stack coverage, post-fix verification, and resolution-focused operations.

Operational Analytics

Real-time dashboards, stakeholder-friendly views, alert correlation, threshold tuning, and operational reporting.

Ping Monitoring

Global latency and packet-loss visibility to detect player connectivity issues before they become widespread complaints.

Release Support

Deployment validation, launch coverage, post-release monitoring, environment checks, and rollback readiness.

Existing Tool Integration

Works with customer tools, infrastructure, and processes, with no rip-and-replace model.

Control & Governance

Customer-approved access paths, scoped permissions, logged actions, transparent reporting, and clear operational boundaries.

Read how access and governance work

Proof

Operational confidence, measured in outcomes.

The business case is not built on more tools or more alerts. It is built on faster response, faster recovery, and greater stability during the moments where player impact and revenue exposure are highest.

<2 MIN
MTTA

Mean time to acknowledge, every severity, not just critical.

See how we measure these numbers →
<10 MIN
MTTR

Mean time from alert to the resolving action being applied.

See how we measure these numbers →
226K+
Alerts Handled

Across 21 customer environments since January 2024.

See how we measure these numbers →

FAQ

Outsourcing game operations: frequently asked questions.

Should a studio build 24/7 game operations in-house or outsource it?

It depends on scale and predictability. Large publishers with steady, high-volume demand can justify the fixed cost of a full internal 24/7 team; many studios in early or mid-stage live service cannot. The practical question is whether you need to own the entire operating model internally, or whether you need reliable access to a proven operating layer that extends your team.

How much does 24/7 game operations cost?

There's no single number: the cost depends on headcount, salary market, region, tooling, redundancy and how many titles the team covers. A genuine fully-loaded 24/7 GameOps function commonly lands between roughly $900K and $1.4M+ per year, and can run well beyond that at scale; configurations meaningfully below that range usually mean accepting coverage gaps rather than true 24x7x365 coverage. Zumidian's cost calculator on this page models your specific assumptions. By comparison, Zumidian's services can be purchased individually, and the full operating layer is $25,000/month ($300,000/year), the strongest overall value, so direct savings are typically several hundred thousand dollars a year before indirect savings from reduced engineering disruption. Engagements are month-to-month with no long-term commitment; an annual commitment is available at a preferential rate.

We already have monitoring and on-call. Do we still need GameOps?

Monitoring tells you something is wrong; it does not resolve the incident. On-call is not the same as continuous 24/7 operational coverage. The gap is usually qualified response, structured action within approved boundaries, and verified recovery — which is what a dedicated GameOps layer provides after the alert fires.

What does an outsourced game operations provider actually do?

A provider like Zumidian works inside your existing tools, dashboards, alerts, and runbooks rather than replacing them. The workflow is continuous: monitor the live environment, qualify incidents by severity and player impact, act through approved procedures, verify recovery, and improve runbooks and thresholds after each incident — without removing internal control.

Does outsourcing game operations require a long-term contract?

Not with Zumidian. Engagements are month-to-month with no long-term commitment; the model is designed so the provider has to earn the engagement every month. A 12-month commitment is available at a discounted rate for teams that prefer it, but the value proposition stands without it. Services can also be purchased individually rather than as the full package. Combined with a tool-agnostic approach that works inside your existing stack, this keeps switching costs and vendor risk low.

GameOps is the 24/7 operational reliability layer for live games, and how it differs from LiveOps is covered in full on What Is GameOps.

Find out what your current operations model is really costing.

Evaluate your coverage model, incident response process, visibility gaps, launch risk, escalation paths, internal burden, and cost structure.