How KenergyAI Works Around
the Retrofit Budget Gap

Hitting LEED and Net Zero Targets Without a Capital Project at California State University

Across California State University campuses, sustainability teams have been working toward LEED and Net Zero targets while facing a familiar obstacle: the capital budget for a full mechanical retrofit never materializes on the same timeline as the goals. To close that gap, CSU campuses partnered with KenergyAI to deploy a software-only AI energy optimization layer on top of existing building management systems—no new hardware, no controls overhaul, and no disruption to occupants.

The approach was tested at CSUN Lilac Hall, where KenergyAI integrated directly with the existing Enlighted lighting controls, a Siemens Desigo building management system, and Titus VAV units. A parallel CalNEXT university field demo applied an IPMVP-based measurement and verification approach over an 11-month period, capturing both heating and cooling seasons to satisfy a formal review.

Even before the project, the pressures on sustainability teams were stacking up:

• Regulatory mandates such as NYC’s Local Law 97 and DC’s Building Energy Performance Standards are shifting from voluntary targets to mandatory performance standards with fines attached
• ESG capital pressure with over 450 firms committing $130 trillion to net zero through GFANZ, and green bonds in real estate passing $100B globally in 2024
• Tenant expectations shifting, with 36% of organizations citing carbon-efficient space as a growing focus, and 74% willing to pay a premium for sustainability credentials
• LEED v4.1 changes raising minimum energy improvement thresholds from 5% to 10% and adding GHG emissions metrics alongside energy performance

These weren’t just compliance problems—they were timeline problems. The LEED roadmap moves in months; the capital plan moves in multi-year cycles. A mechanical retrofit and a software deployment represent two different conversations, with different timelines, budgets, procurement paths, and proof. With continuous AI-driven monitoring, KenergyAI gave CSU campuses a path that fit the calendar they were actually working with—showing up in metered data within months, not years.

KenergyAI delivers more than energy savings—it delivers a measurable path to LEED and Net Zero goals on a timeline capital projects can’t match. No waiting for budget cycles. No hardware disruption. Just verified results your team can act on today.

What the meters showed:

• 288% reported ROI, no hardware added
• 3 months payback at CSUN Lilac Hall
• 38% electricity savings over the 11-month demo
• 50%+ peak demand reduction

About California State University

California State University campuses, including California State University, Northridge (CSUN) and Sacramento State, have made sustainability and operational efficiency central to their long-term planning, pursuing LEED certification and Net Zero goals while working within constrained capital budgets. The CSUN Lilac Hall and CalNEXT field demo projects were carried out in partnership with KenergyAI to evaluate a software-only path to verified energy performance improvements.

About KenergyAI

KenergyAI is a leading provider of AI-driven energy optimization solutions. By integrating real-time occupancy and operational data with existing building management systems, KenergyAI helps organizations reduce energy consumption, lower costs, and enhance sustainability without sacrificing comfort. The company’s software-only approach seamlessly integrates with BACnet-enabled infrastructure, enabling smart, automated HVAC adjustments without the need for additional hardware.

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