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FinOps on DataLake

FinOps on DataLake optimizes financial management of data lake environments by providing granular visibility into data storage and processing costs, automating cost control measures, and enabling efficient resource utilization. It tracks costs by tenants and products, transparently showing their expenses to ensure cost-effective data operations.
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What to Focus on When Implementing FinOps for DataLake?

When implementing FinOps for DataLake, focus on enhancing cost visibility and allocation by gaining detailed insights into data storage and processing costs. Implement automated cost management tools to set spending limits, enforce budget compliance, and automate resource scaling. Ensure efficient resource utilization by analyzing data access and processing patterns to minimize wastage. Leverage predictive financial analytics for forecasting costs, planning budgets, and making informed financial decisions to maintain sustainable financial health. Additionally, track costs by tenants and products on the platform to provide transparent expense reports, enabling precise cost management and accountability.

Detailed cost insights

FinOps on DataLake offers detailed visibility into data storage and processing costs, breaking down expenses by data type, usage patterns, and service tiers. This helps identify cost drivers and areas for optimization. It also tracks costs by tenants and products, providing transparency and accountability.

Automated cost control

Implementing FinOps within a DataLake environment involves automated cost control measures such as setting spending limits, automating resource scaling, and enforcing budget compliance, reducing manual oversight and errors.

Efficient resource utilization

By analyzing data access and processing patterns, FinOps on DataLake ensures efficient allocation and utilization of resources. This minimizes wastage and enhances performance, making data operations more cost-effective.

Actionable financial analytics

Advanced financial analytics provide actionable insights, enabling organizations to forecast costs, plan budgets, and make informed decisions about data management investments. This proactive approach supports sustainable financial health.

One of our recent projects taught us that gathering actual cloud costs in large organizations can be challenging. Direct costs, internal services, and support teams all need to be reconciled to get a complete picture of our expenditures. Once we achieved this, we could identify the best opportunities to optimize usage, reducing both external and internal costs of infrastructure and related services.

Overview

Our FinOps data lake solutions can provide your finance team and key stakeholders detailed visibility into data storage and processing costs. With actionable financial analytics, your organization can better forecast costs, plan budgets, and identify cost-saving opportunities. By using FinOps on data lakes, for example, your data governance team may be able to justify increasing costs of cloud management to improve data security. Ultimately, FinOps on data lakes results in efficient resource allocation, actionable financial analytics, and detailed cost insights that contribute towards your business success. 

Experts in the field

Konrad Madej
Principal Software Architect
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Michał Majkowski
Principal Software Architect
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