FEATURES
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                          Data Cleansing

                          Data standardisation & AI/ML led data cleansing
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                          Data
                          Enrichment

                          Enrichment from unstructured data sources, proprietary and 3rd party sources
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                          Hierarchy
                          Management

                          Automated hierarchy mapping & ML based master data categorization at scale
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                          Data
                          Quality

                          ML based automated anomaly detection for hierarchies, categorical and numeric data types
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                          Data
                          Oversight

                          ML based ongoing data management to ensure continuous data quality management
                          IMPLEMENTATION
                          AI Data Cleanser has been implemented for various master data types enabling transformation across the business value chain
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                          Customer MDM with Cognitive RPA

                          Enabling a unified and cleansed customer master across the enterprise by integrating multiple CRM systems
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                          Product Hierarchy Management at Scale

                          Enabling development of product master data by standardizing taxonomy and cleansing data from different suppliers/retailers
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                          Contact MDM with External Data

                          Enabling better marketing effectiveness through cleansing and 3rd party data enrichment of contact data systems
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                          Product Attribute Enrichment with Computer Vision

                          ML tools & algorithms to extract attributes from images of multiple formats and enrich existing product attribute master data
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                          Vendor Data Quality Management

                          Enabling unification of vendor database through cleansing, hierarchy & data quality management
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                          Material Master Data Management

                          Enabling unification of material level master data through cleansing, hierarchy & data quality management
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