AWS Spot Instances are a cost-effective option for workloads that can tolerate potential interruptions. By bidding for spare EC2 capacity, the company can take advantage of significant discounts while scaling resources up or down based on demand. This solution allows them to optimize costs for their variable HPC workload while ensuring consistent performance during peak periods.