A company stores 300 TB of historical training datasets in Amazon S3 Standard. Access is unpredictable: a dataset can go untouched for months, then be read in full when a team retrains a model on short notice. The company wants storage costs to fall automatically for data that is not being used, with no retrieval fees, no delay when a dataset is suddenly needed, and no lifecycle rules to design and tune.