At B2M Data Office, we specialize in transforming raw and unstructured equipment data into accurate, well-organized, and enriched datasets. Our Equipment Data Cleansing & Enrichment services ensure that your asset records are reliable, complete, and optimized for seamless operations.

Comprehensive Data Cleansing & Enrichment Process

✔ Data Extraction & Validation – We extract critical equipment details from diverse sources, including manufacturer manuals, technical datasheets, purchase records, supplier documents, and reliable web databases. Our validation process ensures the extracted data is accurate and up-to-date.

✔ Error Identification & Standardization – Our experts identify duplicate entries, incorrect values, outdated information, and missing attributes.

✔ Taxonomy - Industry best practice ISO 14224 Taxonomy for equipment completeness enhancement.

✔ Attribute Completion & Enrichment – We fill in missing attributes such as model numbers, serial numbers, specifications, warranty details, maintenance schedules, and compliance data. By leveraging trusted web sources and manufacturer databases, we enhance data integrity and usability.

✔ Categorization & Structuring – We classify equipment using industry best practices, ensuring seamless integration with ERP, EAM, and CMMS systems for effective asset management. Our structured approach enables easy retrieval, comparison, and reporting.