ChaosSearch has developed a data lake platform that eliminates the need for data movement and duplicate storage in log analytics, providing a cost-effective solution by leveraging AWS infrastructure and services. This approach avoids high data egress fees and reduces costs associated with storing and processing large volumes of log data. By aggregating and storing logs directly in Amazon S3 without moving them to another location, ChaosSearch customers can avoid the need for VPC Peering or PrivateLink connections, which can be costly. Additionally, ChaosSearch takes advantage of VPC Gateway Endpoints to access Amazon S3 without incuring data processing fees, further reducing log costs. By adopting this approach, organizations can achieve cost-efficient data analytics and potentially save up to 5% on their total AWS log costs.