IP-Appliance Design Process

Problems with the Traditional Approach

Service providers’ traditional: Custom approach to design and delivery of IT-infrastructure necessary to carry owners’ Intellectual Property IP and processes, has, over the decades, contributed to embodied operating inefficiencies for their businesses. 

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The inevitable result of custom, one-time engineered IP-infrastructure-outcomes meant that standardization and its inherent benefits were never attainable and therefore economies of scale simply became impossible to achieve. Leading to project  blow-outs in cost, time, risk and underutilization for both: Internal-IT and commercial service providers alike. Ultimately, relatively poorer service take-up and poorer customer satisfaction became the norm. To which we can all attest.

Traditional Service Providers’ Inefficiencies:

  • Cost – Inc. Capital + Energy-cost
  • Time – Inc. Custom-configuration
  • Risk - Inc. Non-Interoperability
  • Functioning | Performance
  • Underutilization
  • Retention of Skilled Staff

All the above inefficiencies are addressable simply through: Standardization | Automation | Economies of Scale

Solving IT's Problem of Complexity

In solving Information Technology’s problem, of complexity, Hyperscalers has developed an IP-Appliance Design Process along with a utility being the Appliance Optimizer Utility. Together, they assist in the design, development and mass manufacturing of Standard IP-Appliances on Hyperscale AND|OR Tier 1 Original hardware architectures: Networks, storage, compute, hyper-converged and GP-GPU systems.


The key objectives of the IP-Appliance Design Process include:

Adopt a set of best practices towards the design and development of standard IP-Appliances;

  • Efficiencies gains in automating the bottlenecks-discovery across the entire stack using the Appliance Optimizer Utility;
  • Configuration of various hardware and software-infrastructure sub-systems in optimising the performance of the IP-appliance whole;
  • Performance benchmarking using null hypothesis statistical test analysis against historical test-results of comparable IP-Appliances already standardized; and
  • Economies of scale achieved in mass manufacturing efficiencies of standard IP-Appliances; and
  • Newfound: Delivery and operational-efficiencies and commercial potential.


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Compared to the traditional: Custom, one-time engineered approach, Standard IP-Appliances offer service providers newfound: Operator-efficiencies and inherently end-user-efficiencies simply through standardization, automation and economies of scale.

Enabling service providers, for the very first time, to deliver and or operate known IP-outcomes from any office, or any Datacenter floor, quickly, reliably and at a fraction of historical costs.