Artificial intelligence and machine learning–based data harmonization
Enhances accuracy and consistency across master data domains by resolving duplication, missing fields, and inconsistencies. Integrates with SAP AI Core, SAP AI Launchpad, and SAP S/4HANA to enable AI-driven cleansing and harmonization - streamlining data management and improving operational decisions.
Overview
Faster time to value and flexibility to customize
Accelerator-based design to enable faster time to value. It can be customized and deployed in production in 8 to 12 weeks with the flexibility to customize UI, data quality, and matching features.
Creation of unique, accurate, and consistent product data
Automated pipelines that leverage LLM and deep learning models to provide a reliable single source of truth at near real time and consequently used as MDM.
Provides modularity
It is designed to have modular architecture which enables easy customization to harmonize product, material, customer, vendor, and supplier's master data for business across retail, CPG, technology, and manufacturing domains.
Details
Solution type
Extensions and Add-ons
Industry
Cross-Industry, Retail, Consumer Products
Compatibility
Works with
Features
Provides interactive UI for data stewardship
To enable feedback and ongoing maintenance of golden records and matched records by data stewards and business users in a shared environment, with flagging and verification features for user's reference points, and multiple filter options to narrow down the search area.

Incorporated with language translation module
It is integrated with backend LLM models to support data harmonization for many European languages for attribute extraction to cover wide range of geo-specific product data to cater this solution for multiple markets.

Enables third-party data enrichment
It is a backend only implementation feature for integrating with publicly available third-party APIs for web scraping, OCR-based data enrichment, and for address validation and geo-coding for product data. Google's Address validation APIs, etc.

Plans and pricing
All plans include:
Bronze Edition
Implementation: 10 to 100K records, 1 to 10 users, Single Domain (up to 3 sources).
Includes 100000 Record Includes 10 User/s Includes 3 Domains Price unavailable in this regionImplementation: 10 to 100K records, 1 to 10 users, Single Domain (up to 3 sources).
Includes 100000 Record Includes 10 User/s Includes 3 Domains Silver Edition
Implementation: 100K to 500K, 10 to 20 users, Multi Domain (5 to 10 sources).
Includes 500000 Record Includes 20 Users Includes 10 Domains Price unavailable in this regionImplementation: 100K to 500K, 10 to 20 users, Multi Domain (5 to 10 sources).
Includes 500000 Record Includes 20 Users Includes 10 Domains Gold Edition
Implementation: More than 200K, 20 Users & above, Multi Domain, Custom Rules, Customized Web App, Roles - Admin, Approver, Steward RBAC User Group Management (more than 10 sources).
Includes 2000000 Record Includes 50 Users Includes 3 Domains Price unavailable in this regionImplementation: More than 200K, 20 Users & above, Multi Domain, Custom Rules, Customized Web App, Roles - Admin, Approver, Steward RBAC User Group Management (more than 10 sources).
Includes 2000000 Record Includes 50 Users Includes 3 Domains
Technical Information
| Solution type | Extensions and Add-ons |
| Category | Artificial Intelligence |
| Industry | Cross-Industry, Retail, Consumer Products |
| Works with |
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The following information is provided by the publisher and applies to the latest app version available on the SAP Store. SAP does not control these policies and procedures; the publisher is solely responsible for the accuracy of the provided information.
| Deployment |
Deployed on server This product is an on-premise/hosted solution designed to be downloaded and deployed on a server. |
| Globalization |
Internationalized for global customers This product has been internationalized to meet the needs of global customers (e.g. the use of Unicode). |
| Operations |
Auditable logging and tracing This product offers auditable logging and tracing capabilities to aid in debugging and troubleshooting. |
The following information is provided by the publisher and applies to the latest app version available on the SAP Store. SAP does not control these policies and procedures; the publisher is solely responsible for the accuracy of the provided information.
| Security |
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| Compliance |
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| Privacy policy |
SAP's privacy policy is not applicable to the use of this app. Please refer to the privacy policy provided by this app's partner. |
Resources
AI-Powered Data Quality Management
How Coca-Cola maximized digital sales with Tredence - client success story
Sancus Solution on BTP
Publisher
Tredence Inc.
Tredence is a global data science solutions provider focused on solving the last mile problem in AI. The company embraces a vertical-first approach and an outcome-driven mindset to help clients win and accelerate value realization from their analytics investments.
