energy

Data and analytics to guide energy decisions

Reailize designs and builds data and analytics solutions that turn energy and operational data into actionable insight. We support better planning, operations, and reporting across energy portfolios.

Data-rich, insight-poor environments

Meters, controllers, and SCADA systems generate large volumes of data, but many organizations still rely on static reports and isolated spreadsheets for decision-making. Without a coherent data model and analytics layer, it is hard to compare sites, verify savings, or link energy metrics to business outcomes. This makes it more difficult to prioritize investments and demonstrate the impact of sustainability initiatives.

Our Capabilities

Data integration and modeling

Collection and normalization of data from meters, SCADA, controllers, management systems, and other relevant systems into a usable model.

KPI and dashboard design

Definition and visualization of key metrics such as consumption, availability, Power Usage Effectiveness (PUE), emissions, and cost per output.

Anomaly detection and root-cause support

Analytics that flag unusual patterns, such as unexpected consumption or degraded performance, to guide investigation.

Forecasting and scenario analysis

Models to estimate future consumption, costs, and impact of planned measures under different assumptions.

Measurement and verification frameworks

Methods and tooling to compare performance before and after interventions and quantify savings.

Value We Bring

Better prioritization of energy initiatives

Decisions are based on actual performance and potential, rather than assumptions or incomplete data.

Clearer link between energy and business performance

Energy metrics can be viewed alongside production, network, or service metrics.

Improved ability to track sustainability commitments

Data and analytics support internal and external reporting with consistent figures.

Continuous improvement culture

Visibility of trends and anomalies helps organizations refine practices over time.