Reduce Time to Market and Reduce Cloud Service Bills in Data Engineering and AI Application Development
Financial aspects are deciding criteria for all business projects including bigdata and AI business.
Expensive cloud bills and expensive software development costs are a challenge.
A one-page SQL script on Databricks or Snowflake can result millions of dollars of annual cloud service bill when applied frequently to petabyte datalakes.
In this paper we present the financial effect of migrating to NSPM ecosystem on these bills.
Cloud service bills will be reduced 61.9\% on average, software development costs will be reduced 82%, and migration to NSPM ecosystem from legacy datalake is 94% automatic using online tools.
Please download the full paper in PDF using the following link:
https://nspm-academy.fr/wp-content/uploads/2026/05/paper-m2c.pdf
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