Hardware Digital Twin

Run simulations, model every server in your environment, predict performance and power behavior, and explore “what-if” scenarios, all before you touch production.

our solution

Optimize Workload and Capacity Planning

Plan your server resources efficiently to meet current and future demands without overprovisioning.


  • Test different workload assignments on target servers to predict performance impact.
  • Identify underutilized servers and optimize overall resource allocation.
  • Accurately forecast capacity needs for scaling or consolidation projects.
  • Simulate peak workloads to uncover potential bottlenecks before they affect production.

Maximise Component Upgrades & Server Refreshes

Optimize your server upgrades to maximize performance while controlling power and cost.


  • Evaluate performance gains from CPU, memory, storage, or GPU upgrades.
  • Test refresh strategies for old servers to decide which upgrades deliver the best ROI.
  • Validate BIOS, firmware, and configuration changes before deployment.
  • Predict power and thermal impact of new hardware before installation.

Strategise Relocation & Multi-Site Planning

Understand how shifting workloads between servers or even entire datacenter locations affects performance, power, and risk.


  • Compare multiple relocation strategies to select the most carbon efficient and low-risk approach.
  • Predict performance and latency impacts.
  • Assess the risk of overloading target servers or clusters during migration.
  • Identify the optimal server placement to balance power, thermal, and performance constraints across sites.

Book a Demo of our Hardware Digital Twin