Alert noise returns
Six months after HyperCare or Catalyst, the infrastructure has changed enough that monitors tuned for the old system have started misfiring. Alert noise that was resolved comes back. Engineers start ignoring the signal again.
Manage, Managed Datadog
Ongoing Datadog platform management
so your team can focus on the product.
Datadog doesn't stay healthy by itself. As the platform grows, monitors that were well-tuned start firing on changed infrastructure. Dashboards that matched the architecture six months ago become misleading. Tagging standards drift. Costs creep. The engineers who understood the observability setup leave. Most Datadog environments accumulate significant technical debt within 18 months, not through neglect, but through scale.
Managed Datadog gives that ongoing management to Critical Cloud. Your team keeps building. The platform keeps working.
Recurring
Monthly engagement
Manage
Phase three of the journey
Full access
You keep all visibility and control
Powered by Datadog
World's first accredited MSP
Quick facts
PhaseManage
CadenceRecurring monthly
AccessAdmin Datadog access, you retain full visibility and control
Best whenYour Datadog environment is growing faster than your team's capacity to manage it
Related services
- Need 24×7 operations: Critical Support
- One-time improvement first: Catalyst
- Independent baseline: HealthScan™
The problem
Datadog degrades without active management
Every Datadog environment follows the same degradation curve if it isn't actively maintained. The rate varies, faster for high-growth teams, slower for stable ones, but the direction is always the same.
Dashboards become stale
Services get refactored. New services get added. Old ones get retired. The dashboards that were built for the old architecture stay in place, misleading the engineers who look at them for operational guidance.
Standards drift
New services get deployed without the tagging standards the existing estate uses. Ownership mapping becomes inconsistent. The governance that was established during LaunchPad or Catalyst erodes as the team changes and grows.
The answer isn't periodic fire-fighting engagements every 18 months. It's ongoing management that prevents the debt from accumulating in the first place.
Monthly coverage
What Critical Cloud manages every month
Managed Datadog is a recurring engagement. Critical Cloud runs the platform management backlog, recurring items as standard, with ad hoc improvements added as the environment evolves.
Monitor and alert hygiene
Ongoing monitor tuning as the infrastructure changes. Alert noise kept at manageable levels. Ownership routing maintained as teams change. Escalation paths verified monthly.
Dashboard maintenance
Keeping operational views aligned with the current architecture. Adding panels for new services. Retiring dashboards for decommissioned services. Ownership assignments current.
Tagging standards governance
Enforcing consistent tag taxonomy across new deployments. Identifying and correcting tagging drift. Maintaining the naming conventions that cost attribution and ownership mapping depend on.
Cost guardrails and review
Monthly usage review against contract. Cost scoping for growth. Identifying high-cardinality metrics or over-retention that's driving cost without proportional value. Controls that prevent surprises.
Security signal operations
Turning security telemetry into operational action, not just collecting signals. Detection review, triage workflow maintenance, CSPM findings addressed and tracked.
Continuous improvement
Identifying and delivering incremental improvements, new Datadog features worth adopting, coverage gaps in emerging services, SLO refinements as performance data matures.
Outcomes
A Datadog environment that improves month-on-month
- Alert noise stays manageable as the platform scales, not because the team periodically fixes it, but because it's monitored and corrected continuously
- Dashboards that reflect how the system works today, not how it worked when they were built
- Tagging standards that hold as new services are deployed, governance that doesn't require heroic effort to maintain
- Cost profile that stays predictable, no surprise invoices from cardinality growth or misconfigured retention
- Your engineering team focused on the product, not on maintaining the observability platform that's supposed to help them ship it
- Full visibility and control always maintained. Critical Cloud manages the platform; you own the data and the environment
FAQ
Questions about Managed Datadog.
What's the difference between Managed Datadog and Critical Support?
Managed Datadog is ongoing Datadog platform management, keeping the observability environment clean, current, and useful as the platform evolves. Critical Support is full 24×7 cloud incident management for AWS and Azure, with Datadog as the operational foundation. Some customers use both: Managed Datadog for the platform layer, Critical Support for the infrastructure it monitors.
Do we keep direct access to our Datadog environment?
Yes, always. Critical Cloud manages the Datadog platform, running the backlog, tuning monitors, maintaining dashboards, but you retain full access to your account, your data, and your configuration at every stage. There is no black-box element.
How is the monthly scope determined?
Monthly scope is defined by a standing backlog of platform management tasks agreed by Critical Cloud and your team. Recurring items form the standard scope; ad hoc improvements are prioritised and added as they arise. Nothing is added without your knowledge.
Is Managed Datadog suitable for teams without formal platform management?
Yes. Managed Datadog works well after LaunchPad or Catalyst, and also for teams starting from a reasonable baseline who need the ongoing management that nobody internally has consistent time to own.
Related services
Where Managed Datadog fits in the wider picture.
Critical Support
If you need 24×7 cloud incident management alongside Datadog platform management, Critical Support is the full-service option, operations and observability, together.
Critical Support detail →Catalyst
If the environment needs a point-in-time improvement sprint before transitioning to ongoing management, Catalyst delivers agreed improvements with a defined scope and end date.
Catalyst service detail →HealthScan™
Before starting Managed Datadog, a HealthScan gives Critical Cloud and your team an independent baseline, ensuring the ongoing management starts from a clear picture of the current state.
HealthScan service detail →Ready to hand Datadog management to a team that runs it every day?
Critical Cloud is the world's first Powered by Datadog accredited MSP. Managed Datadog is delivered by engineers who operate Datadog in production daily, not by consultants who configure it occasionally.