Data Lake Architecture

Purpose

• Organize object storage with lifecycle policies.

Preconditions

• Access to system context (repos, infra, environments)
• Confirmed requirements and constraints
• Required approvals for security, compliance, or governance

Inputs

• Problem statement and scope
• Current architecture or system constraints
• Non-functional requirements (performance, security, compliance)
• Target stack and environment