Data Platform Architecture

A data platform architecture provides the foundation to ingest, store, process, and serve data for analytics and AI. This template applies the lakehouse pattern with medallion (bronze/silver/gold) layering to progressively improve data quality, and covers ingestion, storage, processing, governance, and serving.

Deliverable CodeAT-STR_STR-AI-006

Versionv1.0

CategoryAI & Data Frameworks

PublishedFebruary 2, 2026

Reading time18 min

Prepared byStratenity Advisory Team

IntelligenceAI opportunitiesIndustryCross-industryPracticeTechnology & DataFocus02 AI Opportunity Map

AI Intelligence

Capability

Data & AnalyticsAI Governance

Stage

Discover›Assess›Prioritize›Design›Govern›Deploy›Adopt›Measure›Scale

Value levers

QualityRisk

data platform architectureingestion and integration layerstorage and lakehouse designprocessing and transformationstreaming and real-time dataserving, apis and consumptionarchitecture providesprovides foundation

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Data Platform Architecture

Stratenity is the AI Operating System for Strategic Execution™.

Stratenity is the AI Operating System for Strategic Execution^™.