Advanced Data Matching for SAP
Clean and consolidate duplicate master records before or after your SAP transition. Our AI-driven matching algorithms group duplicate vendor files, standardize customer registries, and eliminate code redundancy automatically.
Functional Highlights
Clean and consolidate duplicate master records before or after your SAP transition. Our AI-driven matching algorithms group duplicate vendor files, standardize customer registries, and eliminate code redundancy automatically.
Semantic Material Master Match
Deduplicate spare parts and supply materials by analyzing unstructured description fields, technical parameters, and category standards.
Fuzzy Address & Legal Name Matching
Resolve multilingual variations in customer names, billing addresses, and tax registry IDs into single profiles.
Dynamic Stewardship Worklists
Provide data stewards with an intuitive interface to verify matching suggestions, set thresholds, and execute automated merges.
Technical Design & Implementation
How our seasoned SAP Data Architects ensure high performance, security, and schema alignment.
ML Similarity Pipelines
Utilizes natural language processing (NLP) and similarity distance algorithms (Levenshtein, Jaro-Winkler, Cosine) on unstructured text columns.
Blocking & Indexing
Implements highly optimized blocking keys (e.g., Double Metaphone) to run comparisons over million-row databases efficiently.
Feedback Stewardship Integration
Syncs human override decisions directly back to the model to refine weights and confidence scores continuously.
Value Deliverables & ROI
Ensuring strategic alignment, cost efficiency, and risk reduction for your enterprise workloads.
Procurement Savings
Consolidating duplicate material codes reveals volume purchasing opportunities and prevents duplicate inventory acquisitions.
Accurate Customer 360
Unifies duplicate client listings to build single records, improving marketing accuracy and client service logs.
Clean S/4HANA Upgrade
Prevents migrating "garbage records" to the new ERP system, lowering indexing time and operational delays.
Clean and Governed SAP Transitions
Deploy certified database administrators and data validation templates to safeguard S/4HANA migrations and query executions.
