Build a Security Data Lake & Deploy AI SOC Agents

Organizations building AWS Security Data Lake alternatives using S3, AWS Lambda, or ECS Fargate for AI threat-hunting agents face significant operational and financial friction. Key issues include the Cloud Egress Tax, where NAT Gateway processing fees cost $0.045/GB for data routing and external model API queries, and AWS Lambda's 15-minute timeout limit. Separately, building AI agents in .NET involves complex architectures covering tool calling, planning strategies, multi-agent systems, orchestration, and critical security measures like sandboxing.