Use Cases
To get the most insightful reports, your data must be “modeled” with corresponding metrics and consistent KPIs. This is typically a manual process that takes weeks, requires the help of data analysts, and is very costly. BI with AI will expedite all of these for you.
DataSelf DFT+ (Dimension, Fact, Time) uses automate data modeling and AI. Application independent, automated data modeling defines standard components (e.g., ‘customers’ & ‘items’) and creates thousands of metrics.
Auto-modeling via AI takes minutes, not weeks. It removes the guesswork on how to combine your Acumatica tables into useable data models. It’s a game-changing component that empowers your BI solution with a low total cost of ownership (TCO) and immediate ROI.
See menu on the left more DFT+ information. Some DFT+ documentation is still under constructions. Call us if you don’t find what you’re looking for.
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DFT+ Data Modeling for Analytics, Reporting, and AI -
DFT+ Data Model - Time Series -
DFT+ Live and Legacy Historical Reporting (Data Migration / Blending) -
DFT+ Modeling for Generic CRMs -
DFT+ Multi-company Consolidation Reporting -
DFT+ Multi-Currency and Consolidation Reporting -
DFT+ QA Process & Single Version of the Truth -
DataSelf Analytics for Acumatica -
DataSelf Analytics for Google Analytics -
DataSelf Analytics for HubSpot -
DataSelf Analytics for Intacct -
DataSelf Analytics for JAMIS Prime -
DataSelf Analytics for MS Dynamics 365 F&O -
DataSelf Analytics for MS Dynamics BC / NAV -
DataSelf Analytics for MS Dynamics CRM -
DataSelf Analytics for MS Dynamics GP (Great Plains) -
DataSelf Analytics for NetSuite -
DataSelf Analytics for QuickBooks -
DataSelf Analytics for Sage 100 -
DataSelf Analytics for Sage 300 -
DataSelf Analytics for Sage 500 -
DataSelf Analytics for Sage CRM -
DataSelf Analytics for Sage X3 -
DataSelf Analytics for Salesforce -
DataSelf Analytics for Shopify -
DFT+ by Source System Matrix
MCP (Model Context Protocol) and DFT+
You can leverage MCP Servers to securely extend analytics, AI, and automation capabilities across your data warehouse, analytics layer(s), and DFT+ modeling.
DataSelf MCP Servers provide standardized AI-ready connectivity and orchestration layers that enable AI agents, applications, and automation tools to interact with governed business data, analytics models, reports, dashboards, and operational workflows.