Balancing AI Innovation and Tech Debt in the Cloud
With meticulous governance, organizations can harness the power of AI while maintaining a secure, compliant and cost-effective cloud environment.
What is the impact of AI on cloud costs?
The recent Datadog 'State of Cloud Costs' 2024 report indicates a 40% increase in spending on GPU instances as organizations experiment with AI. Currently, spending on GPU instances accounts for 14% of compute costs, reflecting the significant resource demands driven by AI innovations.
How can organizations balance AI innovation with governance?
Organizations need to develop strategies that integrate AI innovations with robust governance frameworks. This includes leveraging AI-aware tools that provide visibility and control over AI resources, ensuring adherence to data privacy, compliance checks, and cost management policies to maintain a secure and efficient cloud environment.
What challenges does AI present for code quality?
Research indicates that AI-generated code quality may be below average, as much of the available code for AI modeling comes from early projects or open-source repositories that lack commercial use. This highlights the need for experienced developers to oversee AI-assisted coding to ensure high-quality outcomes.
Balancing AI Innovation and Tech Debt in the Cloud
published by Reliance Infosystems
Reliance Infosystems Group is a Microsoft Advanced Specialization Partner with Solutions Partner designations in Modern Work, Digital & App Innovation, Infrastructure and Data and AI. The group is championing business transformation for major verticals Across MEA, UK, US and Canada. We are focused on helping enterprise and midsize businesses transform their core operations to become agile, scalable and simplified by leveraging the expansive technology innovations, speed, reduced cost and unparallel flexibility resident in Microsoft Cloud. Our future-geared approach to Microsoft Cloud practices won us both the 2017, 2021 and currently 2024 Microsoft Partner of the Year for Nigeria and Botswana
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