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.