Council Post: Converting ‘Cloud Credits’ to ‘Currency’ – Estimating Operating Costs for Cloud Based (SaaS) Analytics Technologies

Service overages tend to be more expensive than the standard unit prices of the technology SKUs.
Technology budgets are typically prepared once a year to align with the annual operating plan. However, underestimation in these budgets can lead to significant cost overruns, impacting the availability of project funds and the ability to deliver projects effectively. Cloud computing platforms are increasingly attractive due to their scalability—allowing resources to be scaled up or down as needed. However, this flexibility comes with a challenge: unexpected costs due to idle instances, temporarily spiked usage, or other unforeseen factors can quickly escalate expenses. One of the primary challenges IT and Analytics leaders face is estimating operating costs for cloud-based technologies. This is particularly difficult due to the ‘credits’-based resource provisioning model used by
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Sai krishnan Mohan
Sai krishnan Mohan, Vice President (Data & Analytics) at Bajaj Auto Ltd. He is a leader in Data Management, Analytics, and Digital Transformation, dedicated to driving business impact through data across various industries, including Technology, Manufacturing, Banking, Logistics, Supply Chain, and IT-enabled services. With over 20 years of experience at renowned companies like Honeywell, Evalueserve, ANZ, and Infosys, he has established and led research, analytics, transformation, and data management functions, aligning them with organizational goals. His work involves leveraging technology to generate valuable insights, implementing analytical tools and models for business growth and cost optimization, and building partnerships to strengthen business capabilities. In the past 7 years, he has successfully developed in-house delivery centers of excellence for analytics, management reporting, automation, and finance systems with a strong entrepreneurial spirit.
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