Mahaaya Data Architecture Advisor

Expert guidance for designing platinum layers on Microsoft Fabric and Databricks — without data duplicity.

Envisioning

Define your platinum layer vision and data strategy. Explore what's possible and articulate the business value of your target architecture.

Strategy Vision Business Value
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Assessment

Evaluate your current architecture and identify gaps, anti-patterns, and data duplicity across your existing medallion layers.

Audit Gap Analysis Readiness
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Design

Architect your platinum layer with concrete patterns, naming conventions, governance standards, and a phased implementation roadmap.

Architecture Patterns Governance
Start Design

Select Your Platform

All recommendations will be tailored to your platform choice. You can change this by starting a new consultation.

Microsoft Fabric

Microsoft Fabric

Unified analytics platform on OneLake

  • OneLake — unified storage with shortcuts
  • Direct Lake mode — zero data copies for Power BI
  • Fabric Lakehouses and Warehouses
  • Certified Semantic Models
  • Native Power BI integration
Select Microsoft Fabric
Databricks

Databricks

Unified data analytics and lakehouse platform

  • Unity Catalog — unified governance
  • Delta Lake with ACID transactions
  • Databricks SQL Warehouse
  • Delta Live Tables (DLT)
  • MLflow and Feature Store
Select Databricks
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Starting…

The consultation is complete. Your responses have been captured — generate your design document now.

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