Resource hub
Practical resources for trusted data, scalable analytics and AI-ready operations.
Browse experience-based guides, checklists and decision notes for teams that need reporting, planning, automation and AI decisions to stand on governed data.
Featured resources
Start with the questions that usually block progress.
These resources are designed for enterprise teams comparing BI, semantic layer, workflow, platform and AI readiness decisions.
Enterprise Semantic Layer Framework
How to standardize metrics, ownership, governance and AI-ready business definitions.
AssessmentEnterprise BI assessment checklist
How to turn scattered reporting pain into a practical roadmap.
Semantic LayerWhat makes a Power BI semantic model enterprise-ready?
The model decisions that make trusted reporting and AI safer.
Data PlatformsPower BI, Microsoft Fabric or Databricks?
A practical decision guide for platform fit, maturity and cost.
AI ReadinessAI readiness starts before the chatbot.
How to prepare business definitions, permissions and semantic context for NLQ and agents.
Topic pages
Explore by decision area.
Business Intelligence
Practical articles about Power BI, semantic models, KPI ownership, governance and enterprise reporting decisions.
Data platform resourcesData Platform & Data Warehousing
Guides for Azure SQL, SQL Server, lakehouse architecture, operating models, Databricks, Microsoft Fabric and long-term platform ownership.
Modernization resourcesMigration & Modernization
Articles for teams moving from legacy reports, manual processes or unclear platform ownership toward a governed Microsoft data foundation.
Workflow resourcesWorkflow Automation & Data Writeback
Practical notes on planning, approvals, write-back, Power Apps and Power Automate workflows that make reporting actionable.
Fabric resourcesMicrosoft Fabric
Readiness questions for teams comparing Fabric with SQL, Power BI, Databricks and existing Microsoft data platform investments.
Power Platform resourcesPower Platform
Articles about replacing spreadsheet-driven approval and planning processes with governed Power Apps and Power Automate workflows.
AI readiness resourcesAI Readiness
Guides on preparing semantic context, permissions, trusted definitions and governed data before NLQ, LLM or agent initiatives.
All resources
Articles, guides and checklists.
Use the hub as a practical reading path before a workshop, platform decision, semantic model review or AI readiness discussion.
Enterprise Semantic Layer Framework
How to standardize metrics, ownership, governance and AI-ready business definitions.
AssessmentEnterprise BI assessment checklist
How to turn scattered reporting pain into a practical roadmap.
Semantic LayerWhat makes a Power BI semantic model enterprise-ready?
The model decisions that make trusted reporting and AI safer.
Data PlatformsPower BI, Microsoft Fabric or Databricks?
A practical decision guide for platform fit, maturity and cost.
GovernanceTrusted data is an operating model, not a dashboard feature.
Why KPI ownership, lineage and release discipline matter more than one more visual.
AI ReadinessAI readiness starts before the chatbot.
How to prepare business definitions, permissions and semantic context for NLQ and agents.
Power PlatformWhen Excel becomes a workflow system.
How Power Apps and Power Automate can move planning, approvals and write-back into control.
ArchitectureThe missing layer in many data platform projects.
Why operating model, ownership and support routines determine whether the platform lasts.
Microsoft FabricBefore adopting Microsoft Fabric, answer these questions.
A maturity checklist for teams considering Fabric alongside SQL, Power BI and Databricks.
Apply the thinking
Want to discuss one of these topics?
Send the article, decision or reporting challenge that feels relevant. We will help turn it into a practical next step.