Why Trusted Data Matters with AI
Give AI access to trusted business data — not raw, disconnected information.
AI tools like ChatGPT, Claude, Copilot, and Gemini are transforming how businesses interact with information. But without accurate, governed, business-ready data, AI can deliver inconsistent answers, incomplete insights, and unreliable results.
The Foundation for Trusted AI
Standalone AI connectors access data. DataSelf gives AI understanding.
Your AI is only as good as the data behind it. DataSelf helps organizations unlock the power of AI by providing a trusted data foundation built specifically for analytics, reporting, and intelligent decision-making.
Operational systems are built to run your business and offer a certain level of reporting capabilities. Once businesses outgrow the built-in reporting they need DataSelf.
DataSelf transforms complex ERP, CRM, and operational data into analytics-ready models with:
ETL+
Data Warehousing
DataSelf ETL+ optimizes your data by (e)xtracting it, (t)ransforming it, and (l)oading it into a secure SQL Server data warehouse. Organizes and optimizes your data before it reaches your AI technology, with on-prem and cloud-based options that keep AI reporting fast, secure, and high-performing.
DFT+
Dimension, Fact & Time
DataSelf DFT+ automates the data modeling process using standard dimension, fact, and time methodology. This provides AI users with superior performance, ease of use, scalability and compatibility—cutting the time to deliver real business insight for KPIs, reports, and dashboards.
KPI+
Prebuilt KPIs & Dashboards
DataSelf KPI+ completes your analytics picture by providing over 8,000 examples of reports and dashboards for specific industries, CEOs, Supply Chain/Inventory, Sales, Finance, CRM, eCommerce, Marketing, and more.
AI+
Embedded Analytics
DataSelf AI+ simplifies and expedites deployments by enabling non-technical users to easily create and customize reports and dashboards right in your AI tool of choice – eliminating the need to rely on data analysts for every new request.
One Foundation, Every Tool
Use any tools of your choice.
DataSelf securely connects your data warehouse to leading AI assistants — and the same trusted foundation powers your analytics platforms as well.
AI PLATFORMS AND AGENTS
*Plus any other AI platforms and/or agents which support MCP or direct connectivity to Microsoft SQL Server data warehouses.
ANALYTICS PLATFORMS
The DataSelf Difference
By optimizing and organizing your data before it reaches your AI technology, DataSelf unlocks faster, more reliable insights.
Our automated data modeling, simplified deployment, and built-in Business Glossary empower both technical and non-technical users to build better reports – faster.
This overcomes typical pain points including:
- Slow refresh times and/or refresh failures
- Inconsistent KPIs across reports (no “single version of the truth”)
- Difficulty aligning with governance policies (e.g., GDPR, HIPAA)
- Inability to blend data from multiple silos
- Uncertainty regarding how to prompt the AI tool in order to get the right answers
| Capability | Standalone AI | AI with DataSelf |
|---|---|---|
| Business Data Access | Reads disconnected documents, databases, and APIs | Unified, curated, governed data warehouse / data lake |
| Business Logic | Must infer business rules from prompts (potentially unreliable) | Standardized SVOT business rules powered by DFT+ and KPI+ |
| Accuracy & Consistency | Responses may vary between prompts | Consistent, governed models, metrics and KPIs |
| Results foundation | Responses based on available context | Responses grounded in deterministic business rules |
| Business Context | Requires users to explain their business and underlying data | Built on ERP, CRM, accounting, and operational data models |
| Analytics Readiness | Requires prompt engineering and validation | Business-ready reports, KPIs, dashboards, and ad hoc analytics |
| Hallucination Risk | Higher | Lower |
| SMB focus | Weak | Strong |
| Performance | Depends on source systems and prompt complexity | Optimized analytical data warehouse for fast queries |
| AI Token Usage | Higher due to verbose prompts and schema discovery | Lower through curated models and business-friendly metadata |
| Security | Limited and time consuming | Enterprise-grade out-of-the-box |
| Scalability | Ad hoc and user dependent | Standardized, reusable analytics across the organization |
Connect AI to Trusted Business Data
Powered by DataSelf MCP+
DataSelf MCP+ securely connects AI assistants to your DataSelf data warehouse, letting users explore business data and KPIs using natural language — no SQL, no Python.
Unlike generic database connectors that expose raw tables without context, DataSelf MCP+ gives AI tools curated, governed, business-friendly models built for accurate analytics and faster answers.
Your data stays protected while users get faster access to the insights they need.
- Confirm authenticated user access
- View available companies, divisions, and data warehouses
- Discover available models, tables, views, and schemas
- Retrieve business metadata and field definitions
- Ask questions and receive trusted, data-driven answers
- Execute secure, read-only queries without modifying source systems
Built for Enterprise Security
Give AI access, without giving up control.
DataSelf MCP+ uses Microsoft OAuth 2.0 authentication to ensure users only access the data they’re authorized to view. Your business data stays governed, secure, and under your control.
- Authorized user authentication
- Role-based data access
- Read-only query execution
- Protection against database writes, schema changes, and unsafe requests
The Future of Business Intelligence with AI
AI delivers better answers when it starts with better data.
With DataSelf, AI doesn’t just access your data — it understands your business. DataSelf combines data warehousing, automated data modeling, governed analytics, and AI connectivity to help organizations move beyond basic reporting and unlock smarter decision-making.
Are you ready to see what DataSelf can do for you?