Meter-based, machine-learning measurement & verification ("M&V 2.0" / NMEC) has quietly become the default for whole-building savings claims, replacing the old twelve-points-of-billing-data regression.
A driver-anchored read on where AI is actually changing facility management in 2026 — each trend tied to a standard, a regulation, or a Department of Energy finding, not a market-size guess.
The most common objection to AI building software is "it won't talk to the system I already have." Here is how the integration actually works — and the one question that decides it. Does AI building intelligence work with your existing BMS?
The Building-as-a-Service (BaaS) and "building operating system" category spent 2025 fighting over apps — dashboards, fault detection, autonomous control.
A two-minute way to estimate the payback on an AI-driven HVAC upgrade — grounded in public Department of Energy ranges, not a vendor's slide. How fast does an AI building upgrade pay back? According to U.S.
What the public research actually says owners save when AI takes over building controls — and why the honest answer is a range, not a billboard number. How much do owners actually save per square foot? According to U.S.
This report is provided for informational purposes only and does not constitute professional engineering advice. Vendor savings figures are summarized from publicly published sources and vendor claims as of June 2026, are not independently verified…
This report is provided for informational purposes only and does not constitute professional engineering, legal, or financial advice. Penalty figures and compliance metrics are summarized from publicly published jurisdictional sources as of June…
A buyer's discipline for the age of agentic PropTech. Every week another vendor demos an "AI agent" for your building — one that reads your BMS, drafts your work orders, forecasts your energy, answers your tenants.