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Master data management

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Metrics for supply chain:

- complete and on-time delivery

- improvement in complete and on-time deliveries achieved from ERP implementation

- inventory accuracy

- improvement in inventory turns achieved from ERP implementation

Metrics for optimise internal business processes:

- internal schedule compliance

- year-over-year change in time-to-decision

- average days sales outstanding

- days needed to close out a month

Impact on bottom line:

- reduction in operational costs achieved from ERP implementation

- reduction in administrative costs achieved from ERP implementation

- change in profitability (operating margin)

ERP optimisation:

- reduction in operational costs achieved through ERP implementation

- reduction in administrative costs achieved through ERP implementation

- improvement in profitability

Managing the data feeding ERP system:

- data definitions continuously maintained and updated

- consistent policies for classification / metadata tagging

- job role (e.g. chief knowledge officer) dedicated to data management

- measurement tools to capture and scorecard data quality issues

The organisation foundation of ERP success:

- continued commitment and attention of senior management

- ERP ultimately owned by line of business

- standardised ERP implementation across the enterprise

- cr0ss-functional teams for continuous operational improvement

Optimising master data with increased ERP visibility:

- decision makers able to drill down to transaction level of audit trail

- real time visibility into status of all processes (quote to cash)

- automatic notification when scheduled activities fail to occur

- automatic notification when certain conditions are met

Key technology enablers:

- data integration (ETL) tools

- metadata repository or data dictionary

- data deduplication tools

- data normalisation tools

- data quality tools

Recommendations:

- build a business case for a master data management (MDM) initiative

- integrate MDM into ERP system

- govern the data



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