Confidential Agenda sparesFinder introduction Key Issues Master data harmonisation – Cleansing process Item Management & Governance – Governance Issues and Process Key components of data quality / governance / MDM
Confidential Company profile
Confidential Customers
Confidential “Beyond data cleaning”
Confidential Key issues for our customers
Confidential Unconsolidated data or systems Data Complexity Direct Cost of Data Group Data governance Benefits and Availability
Confidential Content quality is fundamental Highly functional systems Basic systems Poor content quality Accurate, available master data 1.Clean 2. Govern
Confidential Before you start..
Confidential Noun- Modifier & Attribute Review Noun- Modifier & Attribute Review Text Scanning and Keyword Identification Text Scanning and Keyword Identification Gap Assessment & Prioritization Gap Assessment & Prioritization Dictionary Acceptance Dictionary Acceptance Data Standards Cycle Data Standards Cycle OEM / Vendor Relationship Settings OEM / Vendor Relationship Settings Classification Mapping as required Classification Mapping as required Batches of Noun/ Modifiers Legacy Data Clean data to client systems Data life cycle process Data Improvement Cycle Quality Control & Approval Classify, Normalize & Enrich Gatekeeper Configuration & Integration Cleansed Data Acceptance QueryResolution Ongoing Data Quality Maintenance
Confidential Control vs. Efficiency
Confidential Control decisions
Confidential Cost vs. speed, quality and scope
Confidential Scoping decisions
Confidential Do you need a data quality tool? Research from 2007 by Ventana (
Confidential Software tool demands
Confidential Software and content Base Module User Admin, Dictionary, Catalogue, Interfaces Base Module User Admin, Dictionary, Catalogue, Interfaces Insight Report Insight Report Masterpiece Clean Masterpiece Clean VPI Search VPI Search Gatekeeper Govern Gatekeeper Govern Content sparesFinder Dictionary or Customer’s own taxonomy OEM Catalogues Content sparesFinder Dictionary or Customer’s own taxonomy OEM Catalogues
Confidential Content Supporting services Insight Report Insight Report Masterpiece Clean Masterpiece Clean VPI Search VPI Search Gatekeeper Govern Gatekeeper Govern Base Module User Admin, Dictionary, Catalogue, Interfaces Base Module User Admin, Dictionary, Catalogue, Interfaces Professional Services Dictionary Creation Systems integration Training (for all modules) Professional Services Dictionary Creation Systems integration Training (for all modules) Professional Services Data cleansing Project Management Data Extract and Load Professional Services Data cleansing Project Management Data Extract and Load Professional Services Change management Virtual store creation with key vendors Transaction support Professional Services Change management Virtual store creation with key vendors Transaction support Professional Services Data Governance process design Ongoing specialist product advice and support Professional Services Data Governance process design Ongoing specialist product advice and support Professional Services Consultancy to drive inventory reduction, supplier rationalisation and strategic sourcing programmes. Professional Services Consultancy to drive inventory reduction, supplier rationalisation and strategic sourcing programmes.
Confidential Foundations
Confidential Detailed taxonomy
Classification mapping
Multi Language
Confidential Detail, help and classification
Confidential Leveraging catalogues
Confidential Manufacturer Name / Part Number Part Manufacturer (Brand ) Part Number Part Manufacturer (Brand ) Part Number Alternate Brand Part Number Alternate Brand Part Number Alternate (e.g. wrong colour) Parent Company Parent Company Other Brands Part Number Other Brands Part Number Competitor Brand Part Number Competitor Brand Part Number Functional Equivalent OEM Part Number OEM Part Number Distributor Part Number Distributor Part Number OEM Part Number OEM Part Number Distributor Part Number Distributor Part Number Suppliers Old part number and other aliases, drawing number, supersessions Old part number and other aliases, drawing number, supersessions Primary Supplier Primary Supplier Alternate Supplier Alternate Supplier
Confidential Equipment / Catalogue Specific Equipments / BOMs Catalogue Master Catalogue Master System Specific SAP Client 1: Material No XX Client 1: Material No XY Client 2: Material No ZZ Part Number SAP Client 1: Material No XX Client 1: Material No XY Client 2: Material No ZZ Part Number Maximo DB 1: Item No AAC Maximo DB 1: Item No AAC Higher Assembly 3 of Component 8 of Geography Specific Equipment Locations TAG TAG Equipment Locations TAG TAG 2-6-9
Confidential Single source of data
Confidential Masterpiece Core Legacy Data Clean Data Creating data quality
Confidential Data Cleansing
Confidential Masterpiece Core Clean Data New Item Spares MDM ERP Data Models Multi ERP Syndication Data Governance Organisation
Confidential ERP Attribute Management
Confidential Corporate ERP Structures
Confidential Adding a new item
Confidential Checking functional matches
Confidential Prioritising and tracking requests
Confidential Organization, policies and procedures, authorizations and controls in place to manage data on a long-term basis Metrics to measure and monitor the efficiency and effectiveness of key business processes Processes to maintain item master and keep classification codes and standards evergreen Operating model enhancements to drive better data quality while retaining business intimacy Policy changes around item master creation, updates, deletions and approvals Service levels and turnaround time agreement Defined communication channels for requests Request and Approval processes – item add, change, delete Notification to other data maintenance owners (BOM, Sales Pricing, etc.) for further item use or processing. Item availability notification process Centralized vs. Centrally Managed vs. De-centralized vs. Outsourced Reporting relationships Roles and Responsibilities Item creation/update cycle time Percentage of shipments on hold % of item master maintenance errors More than software
Confidential “Without sparesFinder’s tools we could never have achieved the savings that we have on a global scale. They combine ease of use with a high degree of sophistication, and reflect the deep level of MRO knowledge within the company. Our data cleansing project has resulted in far more efficient buying processes, higher levels of internal stock transfer, and significantly reduced duplication” John Vezey, BAT Global Spares Team. “Without sparesFinder’s tools we could never have achieved the savings that we have on a global scale. They combine ease of use with a high degree of sophistication, and reflect the deep level of MRO knowledge within the company. Our data cleansing project has resulted in far more efficient buying processes, higher levels of internal stock transfer, and significantly reduced duplication” John Vezey, BAT Global Spares Team. Thank You