Governed metrics
Agreed definitions for key measures, held in one semantic layer that every report uses.
Industry context
BI, analytics and embedded insights in energy and utilities
We build analytics on governed definitions, so every dashboard shows the same number for the same measure.
We agree the data model and the governed metrics with the owner of each measure first. Dashboards and reports come next, with access rules that match who may see which data.
Energy and utility companies run long-lived assets where reliability and safety come first, and their control systems fall under OT security requirements. Field crews, control room operators and asset managers need changes scheduled within approved shutdowns and maintenance seasons, under HSE rules. Dashboards in the region usually need Arabic and English labels and right-to-left layouts, and personal or government data must stay within the hosting and access rules of the UAE PDPL and the Saudi PDPL.
We hand over with runbooks and training, and can stay on under agreed service levels.
Alongside sector regulation, we often map delivery evidence to cross-industry baselines such as the UAE Information Assurance Regulation issued by TDRA, the NCA Essential Cybersecurity Controls in Saudi Arabia and the NIST Cybersecurity Framework, which many risk reviewers already use.
What we deliver
Specialists in energy and utilities and platform engineers, with you from design to stable operation.
Data model and pipelines
Scheduled pipelines from source systems into a data warehouse, with data quality checks.
Dashboards and access
Reports and dashboards designed with their users, with row-level access rules where data is sensitive.
OT security and sector rules
We design around OT security requirements such as the UAE Information Assurance Regulation and the Dubai Electronic Security Center's standards, or NCA OTCC in Saudi Arabia, with IEC 62443 for control systems, and keep the compliance evidence your regulator and HSE function review.
Embedded insights
Reports and measures embedded in the applications people already use, with the same definitions.
Bilingual reporting
Arabic and English labels, right-to-left layouts and date and number formats checked on every report.
What to have in place first
An analytics programme is ready to start when leadership names the measures it will run the organisation on.
- The OT owner of each control system in scope has been named.
- Leadership has agreed which measures matter most and who owns each definition.
- The project team has access to the source systems behind the first measures.
Plan BI, analytics and embedded insights in energy and utilities
Share your current systems, compliance themes and timeline. We will return a phased plan, a staffing model and a risk register for your stakeholders to review.