Skip to content

Demand Side Energy Management, Guided by Regulatory-Grade Expertise

Modern utilities face increasing pressure to design, evaluate, and defend demand side management programs in front of regulators, stakeholders, and internal teams.
The challenge is no longer just building models – it is ensuring those models can be explained, audited, and trusted as programs evolve.
Lumina works with utilities to design defensible demand side energy management strategies that stand up to regulatory scrutiny while remaining adaptable to new technologies and policy requirements.
We help you replace fragile, manual workflows with structured, defensible analysis that regulators trust and internal teams can confidently operate at scale.
Explore the solution
demand side energy management

Why Demand Side Programs Stall Under Regulatory Pressure

The Hidden Costs of Manual, Fragmented Decision Processes

The Hidden Costs of Spreadsheet Models Disconnected from TRMs

Many utilities rely on decision processes that were never designed to support today’s regulatory expectations or the pace of technological change. As portfolios grow more complex, these processes introduce unnecessary friction, risk, and delays during review and approval.

Analysis That Is Difficult to Explain and Defend

Interdependent spreadsheet models are hard to validate, difficult to audit, and often understood by only a few individuals - increasing risk during regulatory review.

Manual Interpretation of Technical Reference Manuals

Translating TRM updates into live program models requires extensive manual effort, increasing the chance of inconsistencies and delays.

Slow Response to Emerging Technologies and Policy Changes

Introducing new measures such as heat pumps, EV charging, or smart controls often requires reworking models and assumptions, delaying filings and approvals.

A Consulting-Led Approach to Demand Side Energy Management

Purpose-Built Models for Utility Programs and Regulators

Analytica partners with utilities to design demand side management frameworks that support confident decision making under regulatory scrutiny. Our approach combines structured modeling, uncertainty analysis, and transparent logic to ensure results are both credible and explainable.  
Key benefits include:  

Audit-Ready Analysis

Every assumption, dependency, and calculation is clearly documented and traceable, supporting efficient regulatory review.

Faster Evaluation of Program Changes

Utilities can assess new measures, retire outdated ones, and test scenarios without rebuilding analysis from scratch.

Defensible Evidence for Regulatory Filings

Results are structured to clearly communicate cost-effectiveness outcomes and withstand scrutiny.

Clear Communication Across Stakeholders

Visual decision frameworks help align internal teams and external reviewers around complex program logic.

How Analytica Delivers This Work at Scale

Built to Support Cost-Effectiveness Testing and Uncertainty Analysis

To support this consulting approach, Analytica uses Analytica for Cost-Effectiveness Solutions (ACES), a structured modeling environment designed for regulatory-grade analysis. ACES enables our team and our utility partners to apply industry-standard evaluation tests within a consistent, transparent framework.  
ACES enables utilities to:
  • Evaluate hundreds of energy efficiency and demand response measures simultaneously
  • Use dramatically fewer formulas than in spreadsheets, with transparent references to variables rather than opaque references to rows and columns
  • Connect to TRMs and update DSM plans more easily when regulators update TRMs
This makes ACES a foundational tool for scalable demand side energy management solutions.  

Proven Results from Utility Demand Side Programs

Measurable Impact Across Time, Cost, and Confidence

Utilities working with Analytica report measurable improvements across time, cost, and regulatory confidence:

Audit-Ready Transparency

Clear documentation and traceability across all calculations.

Portfolio-Level Control

Hundreds of measures managed without model fragmentation or spreadsheet sprawl.

Faster Regulatory Approvals

Program targets and approvals achieved much faster due to improved clarity, scalability, and sensitivity analysis.

Transform Your Demand Side Energy Management Strategy

See How Leading Utilities Modernize Analysis and Approvals

Learn how different utilities have used our software and consulting to allocate hundreds of millions of dollars per year among DSM programs in energy efficiency, electrification, demand response, and solar.

Ready to Transform Your Decision Making?

Let’s discuss how Lumina Decision Systems can help your utility optimize operations, manage risks, and make more informed decisions.

Get in Touch

Email

[email protected]

Phone

+1-650-212-1212

Location

Campbell, California, USA

Our Services
  • DSM Consulting
  • Risk Management
  • Decision Analytics
  • Analytica Software

Send us a Message

Download Free Analytica


    We hate spam as much as you. We won't share your email with third parties.

    The free edition of Analytica includes these key Analytica features:
    • intuitive visual modeling with influence diagrams
    • the convenience and power of Intelligent Arrays
    • managing risk and uncertainty with fast Monte Carlo
    • sharing models on the web with the Analytica Cloud Platform (ACP)
    Free Analytica has no time limit. The only constraint is it won’t let you create more than 100 variables or other objects. But your model can be quite substantial since each variable can be a multidimensional array. It also lets you explore, change inputs, and run existing models of any size (excluding features unique to the Enterprise or Optimizer editions).
    • You will need a computer using Windows OS to run Free Analytica.