Tag: Data Architecture
AI Access Management: Three Governance Layers
AI introduces a new access management challenge: what the user can see, what the agent can see, and what the LLM can see are not the same thing. This article explores how AI governance can be integrated into an existing hub-and-domain data architecture through identity groups, secured schemas, and governed AI harnesses.
Hub & Domains: A Practical Data Operating Model
Domains bring data ownership closer to the business, but governance, access management, and shared standards remain difficult to decentralize. This article explores a Hub & Domains operating model that combines business ownership with centralized governance and platform controls.
Distributing Facts and Dimensions: Governance, Access & Ownership
Building facts and dimensions is only part of the challenge. This article explores how certified data should be distributed across the organization through controlled access paths, ownership models, governance processes, and support structures.
More tags:
- AI Agents
- AI Governance
- AI Strategy
- Access Management
- Analytics
- BI
- Business Intelligence
- CI/CD
- Cloud Cost Management
- Data Architecture
- Data Engineering
- Data Governance
- Data Infrastructure
- Data Integration
- Data Management
- Data Mesh
- Data Modeling
- Data Platform
- Data Platform Optimization
- Data Strategy
- Data Warehouse
- Dev vs Prod
- Enterprise AI
- Entra ID
- Flat Tables
- Kubernetes
- Metrics
- Modern Data Stack
- Modularity
- Python
- Query Performance
- RBAC
- RFC Protocol
- SAP
- Security Architecture
- Semantic Models
- Software Architecture
- analytics workflow
- connectivity
- data ingestion
- data mart
- data marts
- data orchestration
- data pipelines
- data platform architecture
- data reliability
- data workflows
- dataops
- dbt
- dlt
- elt
- elt process
- github actions
- google cloud platform
- governance
- networking
- orchestration
- pipeline recovery
- pipelines
- prefect
- prefect worker
- productized data platform
- roles
- supply chains
- sustainability
- terraform
- workflow orchestration