ADA ALAN PURE Enterprise AI Data Platform architecture diagram

About This Architecture

ADA ALAN PURE is a three-tier enterprise AI data platform combining governed data management, AI orchestration, and compliance enforcement. ADA ingests 5.3 petabytes of clean data through a Governed Data Lake, Data Catalog, Data Quality Engine, Unity Catalog, and Data Warehouse, feeding ALAN's Model Registry, Orchestration Workflow, Model Serving, and LLM endpoints. PURE acts as a governance gateway, enforcing automated policies via API Gateway, WAF Compliance Filter, Auth/Identity, and Monitoring/Audit to ensure latency and regulatory compliance. This architecture solves the enterprise challenge of scaling AI safely—balancing data accessibility with governance, model reproducibility with policy enforcement. Fork this diagram on Diagrams.so to customize data sources, add cloud-specific services, or extend governance rules for your organization. The modular design supports both batch and real-time ML workflows while maintaining audit trails and compliance posture.

People also ask

How do enterprises architect AI platforms that balance data accessibility with governance and compliance?

The ADA ALAN PURE platform demonstrates a three-tier approach: ADA manages 5.3 petabytes of governed, clean data through a data lake, catalog, and quality engine; ALAN orchestrates AI workflows with model registry and serving; PURE enforces compliance via API gateway, WAF, identity, and audit monitoring. This design ensures data quality, model reproducibility, and regulatory compliance at enterpri

ADA ALAN PURE Enterprise AI Data Platform

Autoadvanceddata-engineeringAI-orchestrationgovernanceenterprise-architecturecompliancedata-platform
Domain: Data EngineeringAudience: Enterprise data architects designing governed AI data platforms
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Created by

July 15, 2026

Updated

August 2, 2026 at 9:27 PM

Type

architecture

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