The Modern Data Challenge

  • Organizations face growing data complexity:
  • Fragmented pipelines and high manual engineering effort
  • Constant schema changes and quality challenges
  • Slow time-to-insight and limited scalability
  • Rising need for governed, AI-ready data

Traditional approaches can’t keep up — enterprises need intelligent automation across the full data lifecycle.

Agentic AI In Data Management.

The Solution: AI-Infused Data Management (WinAIDM)

Transform your data lifecycle with AI agents and metadata-driven automation

WinWire’s AI-Infused Data Management accelerator automates and industrializes data engineering on Microsoft Fabric and Azure Databricks.

WinAIDM unifies

  • AI Agents for Data Ingestion, Data Quality, Data Transformation & Data Consumption
  • Metadata-driven pipelines for consistent, reusable patterns
  • Quality & governance automation for trusted insights
  • Native Fabric & Databricks integration for scalability & security

AI-infused Data Management Solution

AI Agents in Action

Agent Name Overview Outcome
Data Ingestion Agent (DI)
  • Connects to multiple data sources and extracts metadata automatically.
  • Uses AI to tag sensitive data and assign classifications.

Accelerates and secures data onboarding with AI-driven automation.
Data Quality Agent (DQ)
  • Converts English data rules into Python validation logic.
  • Auto-maps rules to attributes using metadata context.

Ensures consistent, trusted, and governed data at scale.
Data Transformation Agent (DT)
  • Translates natural-language transformation rules into Python functions.
  • Maps source-to-target structures and generates Gold models.

Delivers analytics-ready models rapidly through AI automation.
Data Consumption/Reporter Agent (DC)
  • Builds validation queries across all data layers using AI.
  • Generates insights and standard reports automatically.

Provides continuous validation and conversational analytics.

Offering Features

AI
AI-driven ingestion & schema automation
Data Quality
Natural-language Data Quality rules & validation
Reports
Auto-generated transformations & Gold models
Insights
AI validation, insights & report customization
Data Governance
Metadata, lineage & governance built-in
AI-infused Data Management

Results You Can Expect

  • Up to 70% reduction in manual data engineering effort
  • End-to-end lifecycle automation — Ingestion → Quality → Modeling → Reporting
  • Natural-language → code & rules through AI Agents
  • Trusted, analytics-ready data faster

Getting Started: Proof of Value in 4 Weeks

Our structured pilot delivers fast, tangible outcomes and proves automation value early.

Discovery & Scoping

  • Discovery and AI-readiness assessment
  • Setup and configuration of WinAIDM AI Agents
  • Build Fabric/Databricks pipelines for Bronze → Silver → Gold using WinAIDM
  • Automated validation, insights, and reporting enablement

Key Deliverables

  • AI-automated ingestion, quality, and transformation pipelines
  • Metadata-driven controls, rules, and lineage intelligence for governed, reusable workflows
  • UI-based configuration, monitoring, and validation
  • End-to-end pilot on 2-3 real datasets with validation, & insights

Leverage our 4-week Proof of Value to fast-track AI-ready data modernization!

Schedule a Session on WinAIDM

Customer Success Story

A leading Cybersecurity company migrates Tableau reports to Power BI, achieving a 20% reduction in BI-related expenses.

READ STORY

FAQ’s

Insights

Explore insights to create value for your business and embrace change.

BLOG

Agentic Tableau to Power BI Migration Guide: A Step-by-Step Approach

Tableau to Power BI Migration Services.

Playbook

Tableau to Power BI Migration: Transform Your Data Landscape

Ready to unlock the power of Agentic AI?

Let’s discuss how we can build intelligent, purpose-driven AI experiences to transform your business.

Contact Us