TrueMorph - AI-Powered Data Modernization Solution for Microsoft Fabric

TrueMorph is an AI-powered, cloud-scale data modernization solution built for enterprises moving from legacy analytics platforms and fragmented multi-cloud data estates to Microsoft Fabric. It enables organizations migrate, integrate, transform, govern, and activate data across the full modernization lifecycle, supporting enterprise sources such as ERP, CRM, Dynamics 365, operational databases, SaaS platforms, business applications, and legacy analytics environments. TrueMorph organizes data into a Microsoft Fabric Lakehouse using Bronze, Silver, and Gold medallion layers, transforming fragmented data into trusted, analytics-ready, and AI-ready data products. AI capabilities automate profiling, transformation, quality checks, anomaly detection, schema mapping, validation, and remediation recommendations. It includes AI-readiness checks at each data layer, human approval gates before Gold-layer promotion, PII/PHI discovery and masking, lineage, auditability, and integration with Microsoft security and governance services.

TrueMorph supports modernization of legacy analytics and reporting components, including migration pathways SSRS, SSIS, SSAS, OBIEE, OBIP, Informatica PowerCenter, selected Oracle-to-SQL modernization scenarios, and Tableau-to-Power BI reporting transitions.

Available through Microsoft Marketplace, TrueMorph gives eligible enterprise customers a streamlined procurement path for Fabric-led data modernization.

Offer Deliverables:

TrueMorph delivers a reusable, enterprise-ready platform for modernizing data estates on Microsoft Fabric, including:

1. AI-Powered Data Modernization Platform - Cloud-scale platform foundation for migrating, integrating, transforming, and governing enterprise data on Microsoft Fabric

2. Legacy Analytics Stack Modernization - Support for modernizing selected legacy analytics components and selected database modernization workloads

3. Microsoft Fabric Lakehouse Architecture - Bronze, Silver, and Gold medallion layers to structure raw and curated datasets for analytics, reporting, AI, and downstream enterprise consumption.

4. AI-Assisted Data Ingestion and Profiling - Automated data profiling, schema discovery, metadata interpretation, and source-to-target mapping

5. AI-Powered Data Transformation - Generative AI-assisted transformation logic, reusable mapping rules, validation checks, and data preparation workflows

6. Automated Data Quality Checks - Continuous validation of freshness, completeness, null rates, schema consistency, duplicate records, distribution patterns, and quality thresholds across data layers

7. Anomaly Detection and Monitoring - Detection of schema drift, volume drops, freshness issues, distribution shifts, and abnormal data patterns

8. AI-Assisted Pipeline Remediation - Remediation recommendations for type mismatches, schema changes, null handling, failed transformations, and data drift

9. AI-Readiness Checks Across Data Layers - Layer-wise assessment of data quality, completeness, masking coverage, lineage, governance readiness, schema stability, and suitability for BI, ML, and Generative AI workloads.

10.PII/PHI Discovery and Masking - Automated discovery and masking of sensitive data with audit trails to support privacy & compliance.

11.Human-in-the-Loop Gold Layer Governance - Business, data steward, and compliance approval workflows before curated Gold-layer datasets are published

12.Governance, Security, and Lineage Integration - Integration with Microsoft Entra ID, Azure Key Vault, Microsoft Purview, Fabric governance controls, data lineage, RBAC, audit logs, and Azure Monitor to support secure and governed data modernization.

13.Power BI and GenBI Enablement - Curated Gold-layer datasets, Power BI-ready semantic models, natural language querying, AI-generated insights, and trusted business metrics

14.Multi-Cloud and Enterprise Source Connectivity - Secure connectivity patterns for cloud, operational, and business application data sources, helping enterprises consolidate fragmented data estates into a unified Microsoft Fabric environment.

15. Real-World Modernization Accelerator - A reusable modernization approach proven for complex enterprise data environments, including multi- region operational data consolidation, reporting modernization, and AI-ready analytics activation.