https://store-images.s-microsoft.com/image/apps.42955.7b6c5d3a-3a9a-479d-a57b-04fda31cf8af.b416c089-8bc9-4399-b6d6-09fc5fc0a623.9174873b-9c16-423c-9d7e-1f9ee2e511af

AI Infused Data Management Accelerator for Microsoft Fabric - MVP

WinWire Technologies

Pricing $30,000

Accelerate Data Management by up to 70% with WinWire’s AI Agent–Infused Data Management Engine.

Organizations modernizing to Microsoft Fabric often face fragmented pipelines, inconsistent quality, and governance challenges. WinAIDM eliminates these barriers with AI-Infused automation and a unified application experience. Built natively for Azure and Fabric, WinAIDM transforms complex data estates into governed, high-performing environments that are AI/ML and Copilot ready.

WinWire’s Solution

WinAIDM Data Management Accelerator integrates four core engines that enable end-to-end automation:

  • 1. AI Data Onboarding – Automates source discovery, metadata extraction, and pipeline creation.
  • 2. Intelligent Integration – Streamlines data movement and schema alignment using AI agents.
  • 3. Quality Enforcement Engine – Automates validation, anomaly detection, and governance rules.
  • 4. Smart Data Modeling Engine – Builds AI-augmented dimensional models optimized for Power BI Direct Lake and Fabric Lakehouse..

    • Users interact through the WinAIDM web application, a low-code, intuitive UI that allows anyone—analyst or engineer—to define, execute, and monitor pipelines and rules without complex coding.

    WinAIDM Solution Approach

  • Discovery: 1 Assess Fabric workspace setup, data sources, and governance configuration.2) Identify AI-readiness and automation opportunities.
  • Pilot: 1) Set up and Configuration of WinAIDM AI agents. 2) Implement AI-driven ingestion, quality, and modeling pipelines using WinAIDM Agents. 3) Configure and monitor via the WinAIDM UI.4) Automate data flow through Fabric Pipelines and Notebooks.5) Enable auto insights and Copilot integration.
  • Scale Out Plan: 1) Extend to enterprise data domains through reusable, AI-generated artifacts.2 Integrate with Microsoft Purview for governance and lineage.3) Empower self-service through the WinAIDM Application.

    • Business Value

  • Up to 70% faster data management through AI automation.
  • Low-code, UI-driven experience for analysts and engineers.
  • Automated quality enforcement and data validation.
  • Optimized AI/ML-ready datasets for Power BI and Copilot.
  • Integrated governance via Purview.
  • Accelerated time-to-insight with reliable, high-quality data.

    • Key Deliverables

  • AI-augmented ingestion, integration, and transformation pipelines in Fabric.
  • Metadata control tables and rule libraries.
  • WinAIDM Application for UI-based configuration and monitoring.
  • Pilot deployment across 2–3 datasets sourced into Fabric Lakehouse (OneLake).
  • Purview-integrated governance setup.
  • Enterprise scale-out roadmap.

    • At a glance

    https://store-images.s-microsoft.com/image/apps.304.7b6c5d3a-3a9a-479d-a57b-04fda31cf8af.b416c089-8bc9-4399-b6d6-09fc5fc0a623.cef16955-4673-4ca1-b6cc-5c5666649460