Data Readiness
Assessments

AUDIT CONSIDERATIONS

  • Are sites standardized? (HMI, Infrastructure, Connectivity, Applications, Tagging)

  • Existing Infrastructure and connectivity

  • Is there an MOC process to ensure consistency?

  • User Data requirements: operators, engineers, others?

  • What are reporting requirements? (EHS, Regulatory, Accounting)

  • How is data currently collected and stored? Automated? Are forms created from local data sources?

  • Are there historians on site? Is there a corporate historian?

  • Cybersecurity, who maintains, access, generic logins at sites? Possible considerations of physical security.

  • Goals for the data

  • Site assets and maintenance programs, data requirements.

  • Corporate data requirements

  • Site KPIs

  • Data driven optimization is impossible without understanding current state; what data is available and where.​

  • Lack of standardized systems and processes result in unusable data.​

  • Data quality issues destroy digital technology initiatives.

Challenge

Understanding of the state of the data, infrastructure and applications allows for project definition, valuation and prioritization.

Outcomes

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