DataSelf Analytics Architecture
Analytics, AI, and Data Warehousing for Mid-sized Organizations
DataSelf delivers AI-powered data warehousing, automated modeling, AI, and business intelligence for organizations that need enterprise-grade analytics without their complexity, overhead, and costs.
Single Version of the Truth
DataSelf DFT+ centralizes business logic into governed models and Single Points of Truth (SPOTs), helping organizations eliminate inconsistent metrics spread across reports, spreadsheets, and departments.
Using star and galaxy schemas, DataSelf delivers scalable and reusable business definitions instantly available across the analytics and reporting layer.
DataSelf Architecture - Flexible and Scalable
DataSelf delivers a flexible, decoupled analytics architecture designed to evolve with your business—not lock you into a single cloud, visualization tool, or proprietary ecosystem.
Built for SMB and mid-market organizations requiring enterprise-grade analytics, DataSelf supports scalable deployments across Microsoft SQL Server, Azure SQL, Fabric, AWS, private cloud, and on-prem environments.
The result: governed, secure, and future-ready analytics infrastructure that protects your long-term BI investments while accelerating time to insight.
Flexible Deployment Options
Organizations can leverage:
DataSelf-hosted services running on Azure and AWS
Their own Microsoft Azure, Microsoft Fabric, AWS, Google Cloud, private cloud, or on-prem infrastructure
Hybrid and multi-source architectures consolidating data across multiple systems and environments
Decoupled and Scalable Architecture
DataSelf’s architecture is intentionally flexible to provide:
Long-term scalability and operational stability
Flexible integration with Power BI, Tableau, Excel, AI platforms, and other analytics tools
Freedom to evolve visualization, storage, and compute platforms independently over time
Reduced vendor lock-in and better protection of analytics investments
Security and Compliance Flexibility
DataSelf supports deployment models designed to align with a wide range of security and compliance requirements, including:
HIPAA-oriented environments
FedRAMP and government-oriented architectures
Private cloud and fully isolated deployments
On-premises environments with client-controlled security policies
Architecture That Evolves With Your Business
Organizations can begin with a simpler architecture optimized for rapid deployment, faster time to value, and lower complexity. As analytics maturity, data volume, and business requirements evolve, the architecture can be reconfigured, ported, and expanded without requiring a full platform replacement or rebuilding the analytics solution from scratch.
This flexibility allows organizations to adapt infrastructure, cloud platforms, storage, compute, and visualization technologies over time — without being locked into a single architectural decision.