Generative AI and the Uncertainties with Implementation
Uncertainty is inherent when trying something new, even more so at the cutting edge. How to get started? Which use cases should GenAI be applied to? How can this be done responsibly and with minimised risk?
When technology takes a step forward, Generative AI and High-Performance Computing (HPC) leap, transforming our industries and sending shockwaves worldwide. Together, they’ve led to the creation of Generative AI, which is defined as the most promising innovation driver of the decade.
In 2023, a survey conducted by Dell Technologies with 500 IT decision-makers responsible for implementing Generative AI across France, Germany, the UK, and the US revealed that 76% expect to increase their IT spending in the coming year to continue advancing AI projects. Additionally, the survey showed a growing demand for with most respondents (78%) expressing excitement about its potential impact on their organization.
Most see Generative AI as a means of increasing productivity, streamlining processes, and achieving cost savings. However, 37% of respondents cited hesitation in adoption. The main barriers? Security, technical complexity, and data management. Given these developments, HIPER Global and Dell Technologies understand that the market is hungry for AI solutions and have identified various solutions for the critical challenges that lie ahead:
- Technology companies developing computing-based products (OEMs) face complex development challenges in creating reliable machines that meet performance and budgetary requirements. They develop AI-based computing software products but often struggle with building reliable machines that deliver the required performance within defined power limits while remaining economically competitive. Dell’s AI-ready solutions are designed to address these complex needs and have undergone comprehensive testing to ensure maximum compatibility and stability.
- Companies developing AI on edge face the challenge of managing multiple distributed devices based on updated models with inference quality control across large numbers of devices. Dell Technologies offers a solution in the form of Dell NativeEdge, a software platform for managing edge devices securely, automating operations, and ensuring a multi-cloud environment with zero-trust security.
- Managed Service Providers are grappling with how to build a local AI cloud, a typically expensive process to establish and operate. In partnership with Dell Technologies, HIPER Global offers solutions for building and optimizing local AI clouds to control setup and operational costs.
For local clouds, Dell Technologies provides pre-engineered configurations and end-to-end solutions for all system layers, including compute, storage, and high-performance communications. With powerful technology at the core, HIPER Global offers architecture services, testing, system hardening, and end-to-end project support, emphasizing correct architecture and professional designs to support AI applications.
Keeping up with rising demands and growing complexity requires continuous professional updates from technology providers, and as a strategic AI partner, we can not only help get you started with Generative AI, but help it thrive. Don’t let the challenges of AI implementation hold you back – visit hiper-global.ai to learn more.
