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 Rojoli Services
You want to focus your collective team energy on your business. You know that frequent downtime is costing you money and impacting your productivity. You want your employees to do the jobs they were hired for—and not waste their time on technical problems they are ill-equipped to handle. You know you need a better IT solution, but it’s difficult to know where or how to start.
Transform your technology into a power tool that can move your business forward. Turn to Rojoli Services to offload all aspects of your IT infrastructure, including hardware and software management, subscription management, vendor relationships, and comprehensive end user and help desk support, to:
- Start using your time wisely
- Save your capital for important projects
- Count on consistent uptime of your business-critical applications and network
Founded in 2008, Rojoli Services provides collaboration, cloud hosting, business continuity, and cyber security solutions for organizations with 10 to 250 workstations. We are passionate about and dedicated to serving you with a combination of best practices, exceptional human talent, and advanced tools—and support you with datacenter locations in Peachtree Corners, GA and New York. Contact us today.
.jpg "Rojoli Services"){kind=logo}
Sign in with LinkedIn