ResolveR – Extract, Combine, Match and Manage

Tech Mahindra Limited

Resolver is an AI-based solution for entity resolution, leveraging Azure's AI to match and merge records, ensuring high accuracy and efficiency in managing large datasets. Implementing takes 12 weeks.

Resolver is AI and Gen AI (Open AI) based Advanced entity resolution solution build on Microsoft platform(Open AI, Azure Storage, Azure SQL DB & etc.) helps to identify duplicates and fragmented master data records across databases to provide recommendations for golden record creation. It’s knowledge graph and chat functionality bring in traceability of golden records with data lineage and enhances ease of interaction in natural language to get critical insights on Golden records.

Full Description:

  • Open AI based potential column match recommendation
  • Data profile to reflect null % for match column selection
  • Configurable weightages and threshold % for AI match algorithm
  • Golden records recommendation for individual records across sources
  • Standardizing the attributes (Combine/Unify)
  • Knowledge graph for golden records traceability
  • LLM (Azure – Open AI Access) based Chat interface
  • Store golden records recommendation & performance trend
  • Support for multiple databases with pre-built adaptors

Our Solution:

TechM’s solution (i.e., ResolveR) comes with various features such as,
  • Entity Collection: Collect entities from multiple source systems
  • Entity Matching: Show Matching records according to the threshold
  • Cluster Group: Group and display Similar records in cluster
  • Entity Clustering: Show Clustering records
  • Resolved Entities: Final Golden Records
  • Knowledge Graph: Present data interactively using a knowledge Graph

Business challenges

  • Fragmented and inconsistent data across multiple systems and sources
  • Inefficient data matching and deduplication processes leading to duplicate and inconsistent data
  • Difficulty in establishing a single source of truth for critical data entities
  • Inability to proactively monitor and address data quality issues
  • Challenges in ensuring data compliance and security

Benefits

  • Minimize errors from duplicate or inaccurate data
  • Golden record recommendations to drive data driven decision-making
  • Faster time to market for entity resolution
  • Harmonize records across systems for reliable operations
  • Better 360-degree customer/product/supplier views
  • Access to accurate, consolidated records

The price listed is an indicative number. For finalizing the commercials, please contact us.

https://store-images.s-microsoft.com/image/apps.15153.0576c27a-69ad-4ffb-98d8-59153367f72b.03bb0dd8-35b8-478f-88a7-1a6e333019ae.ab5eb5cd-b4d2-45b0-bb25-bfc00f329e75
https://store-images.s-microsoft.com/image/apps.15153.0576c27a-69ad-4ffb-98d8-59153367f72b.03bb0dd8-35b8-478f-88a7-1a6e333019ae.ab5eb5cd-b4d2-45b0-bb25-bfc00f329e75
https://store-images.s-microsoft.com/image/apps.43024.0576c27a-69ad-4ffb-98d8-59153367f72b.03bb0dd8-35b8-478f-88a7-1a6e333019ae.7ebb229d-cb57-4f8f-8511-22b4f1f9f144