Measurement & Verification (M&V)

Our Measurement & Verification (M&V) feature empowers energy managers and facility operators to validate the impact of energy-saving interventions. By comparing baseline data with post-intervention performance, normalizing for external conditions, and generating industry-compliant reports, the system builds confidence in energy savings and supports informed decision-making.

Customers implementing manual or automated energy-saving measures had no systematic way to track, validate, and communicate the real impact of their interventions. They relied on spreadsheets and inconsistent methods, which made it hard to prove savings, comply with standards, or justify ROI to stakeholders.

We designed an integrated M&V workflow within the analytics dashboard.
  • Intervention Tracking: Users can create intervention events across panels, zones, or portfolios.
  • Weather Normalization: Adjusts for local climate conditions to reveal the true impact.
  • Compliance & Reporting: Supports IPMVP and Energy Star validation formats for industry-standard reporting.
  • ROI Insights: Allows entry of intervention costs to calculate payback and inform future designs.

• Streamlined measurement and verification process.
• Improved credibility and transparency in savings reports.
• Enabled customers and partners to confidently demonstrate value to stakeholders.
• Provided a foundation for future automation and benchmarking at scale.

• Defined workflows with PM and engineering.
• Designed dashboard UI for event creation, comparison views, and reporting.
• Facilitated user story workshops with sales and value-added resellers.
• Aligned design with industry compliance requirements (IPMVP, Energy Star).