Day-2 Operations

Turnkey operations for power, cooling, white space, and interconnects with unified incident and change management under a single SLA and operating model

Day-2 OperationsOverview

Desert Dragon operates the full facility layer so client teams can focus on applications, innovation, and growth. The operating model includes white space capacity planning across power blocks, busway and PDU strategies, and hot and cold containment designed for modern GPU class racks. Strict operational governance is maintained through MOP, SOP, and EOP procedures supported by continuous monitoring and telemetry that feeds shared dashboards and integrates with the client’s ITSM environment. This operational framework aligns with KSA program expectations and board level risk requirements, while global enterprises rely on the same runbooks to deliver predictable performance and audit ready reporting.

Our service promise is simple: every kilowatt has a purpose and a plan.

AI Turn-Style: FinbladeAI

Signal Fusion: FinBladeAI ingests DCIM metrics (power, thermal, ΔT), network telemetry, security events, and workload signals to prioritize operational actions.

Adaptive Operations: Recommends or executes safe adjustments such as tuning DTC setpoints, scheduling immersion fluid checks, shifting load across redundant paths, or adjusting cooling valves within approved guardrails.

Post Incident Learning: Captures lessons from incidents and changes, updates runbooks, and continuously improves recommendations to reduce MTTD and MTTR.

Capabilities & Features

Day 2 Operations provide the operational backbone of Desert Dragon facilities, coordinating infrastructure, connectivity, and cooling services so client environments run predictably as workloads scale.

Connectivity & Networks​

Coordinates cross connect turn ups, manages software defined interconnection policies, and tracks IX and peering KPIs so engineered network performance remains deterministic as traffic patterns evolve.​

Cloud Services​

Maintains cloud on ramps and virtual edge appliances, enforces routing and identity policies, and verifies cloud to cloud SLOs during peak workloads.​

Direct to Chip Liquid Cooling​

Manages CDU capacity, monitors cold plate ΔT, and uses FinBladeAI to automatically tune thermal setpoints for stable training and inference performance.​

Immersion Cooling​

Operates tank telemetry, schedules fluid sampling and maintenance windows, and validates thermal envelopes under sustained GPU workloads.​

Security​

Enforces physical access workflows, synchronizes change records with the SOC, and maintains auditable operational controls with zero trust applied to both network access and facility entry.​

Colocation & Hoteling​

Manages service tickets, escorts, deliveries, and rapid cross connect requests, providing production grade governance from the first deployment through full scale operations.​

Extended Service Scope andOptional Add-On Capabilities

The following services provide the operational depth required to run Desert Dragon facilities with predictable performance and full governance.

  • White Space Capacity Management: Rack layouts, density headroom planning, intake and exhaust ΔT targets, and PUE and WUE trend reporting presented in a governance portal controlled by the client.

  • Change Management and Operations: MOP, SOP, and EOP governance, freeze calendars, live failover drills, and post change validation aligned with client maintenance windows, supported by full change audit trails.

  • ITSM Integration and Reporting: Streaming metrics for power, thermal conditions, and link health, with alerting and ticket automation, SLA and SLO dashboards, weekly operations summaries, and monthly executive reviews with client leadership.

  • Reliability Engineering: Preventive maintenance schedules, spares strategy, firmware and BIOS coordination for GPU nodes, and runbook driven rollback procedures.

  • Capacity and Headroom Planning: Forward looking power and cooling forecasts, rack readiness checks for new clusters, and scale plans from initial deployment through full program expansion.

  • Compliance Forward Operations: Evidence ready records including changes, incidents, approvals, and access logs with policy enforcement mapped to client governance frameworks.

Optional Add-ons:

  • FinBladeAI Performance Co Pilot: Model aware scheduling, such as throttling non critical training during thermal constraints, cost per experiment analytics, and proactive workload steering.

  • Unified Cooling Control: A single policy framework governing direct to chip and immersion cooling with shared dashboards, alarms, and operational drill playbooks.

  • Program Acceleration Pack: Joint operations and engineering workshops for KSA initiatives, cross vendor coordination, and readiness scorecards for executive and board level updates.

Service Level ObjectivesPerformance Targets, and Operational Transparency

The following examples illustrate typical Key Performance Indicators (KPIs) used to monitor facility reliability, operational performance, and infrastructure stability. Actual targets and reporting metrics are tailored to each client contract and deployment configuration.

  • Facility Availability Target: Tier aligned availability objectives (for example 99.982 percent) supported through redundant infrastructure design and operational governance.
  • Thermal Stability: ≥ 99.9 percent of monitored intervals maintained within defined ΔT bands across direct to chip and immersion cooling zones.
  • Change Success Rate: ≥ 98 percent of infrastructure changes executed successfully, with documented rollback procedures governed by EOP protocols.
  • Response Performance: P1 acknowledgment ≤ 5 minutes, with containment targets defined by asset class including power, cooling, and interconnection systems.
  • Capacity Headroom: Maintained against agreed thresholds for power, cooling, and interconnection capacity to support predictable workload scaling.

Operational and Performance Outcomes with Measurable Infrastructure Value

Predictable Infrastructure
Performance

Predictable performance across power, cooling, and interconnect layers even as AI and cloud estates grow.

Accelerated Issue
Resolution

Faster issue resolution with AI assisted triage and action recommendations.

Data Driven
Cost Efficiency

Better cost control through data driven capacity planning and engineered routes that reduce transit costs and operational rework.

Audit Ready
Operations

Transparent SLAs and SLOs, evidence packs, and leadership grade reporting support governance and compliance readiness.

Continuous Operations
Visiblity

Real time monitoring and shared dashboards provide operational transparency across power, cooling, and network systems.

Secure, Flexible Hyperscaling &
Colocation Solutions

Get in touch with us to learn how our secure colocation environments and industry-leading interconnection services can support your growth and ensure operational continuity.
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