What is the AI-HVAC ROI & Energy M&V Advisory module?

An AISB service module that scopes the ROI of AI-driven HVAC optimization and builds IPMVP-anchored measurement and verification (M&V) plans for commercial buildings.

What standard does AISB use to verify HVAC energy savings?

IPMVP — the International Performance Measurement and Verification Protocol (Options A, B, C, and D) — to measure savings against an established baseline rather than relying on vendor claims.

Is there a free AI-HVAC ROI tool?

Yes. A free AI-HVAC ROI calculator is available; the advisory module adds an IPMVP-anchored measurement plan on top of the calculator's estimate.

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● MODULE MM-MV · PILOT PROGRAM OPEN · 2026-06-14

AI-HVAC ROI & Energy M&V Advisory

AI-HVAC ROI / 能源 M&V 顧問 — Free ROI calculator now · IPMVP-anchored measurement plans when you're ready to commit.

№ 01 — WHAT IT IS

Two tiers. Free: an interactive AI-HVAC ROI calculator, live today. Paid: an M&V Advisory Memo — IPMVP option selection, weather-normalized baseline methodology, projected savings band with honest confidence framing, and the measurement plan that will verify reality against the projection.

№ 02 — WHO IT'S FOR

Building owners and occupiers evaluating AI-HVAC or retrofit measures
Sustainability and engineering leads who need savings claims they can defend

№ 03 — WHAT YOU PROVIDE

Building type, floor area, climate zone (calculator needs nothing else)
For the memo: 12–24 months of utility bills or interval data availability
BMS and meter inventory, planned measures

№ 04 — WHAT YOU GET

Free: instant ROI band from the calculator
Memo: IPMVP option selection with reasoning, baseline model, savings band, measurement plan, pitfalls register
A plan your CFO and your engineer can both sign

№ 05 — HOW IT WORKS

BEAST OS runs a technical-services squad anchored on ASHRAE and IPMVP standards, with independent math verification on every quantitative claim. We report savings as bands, not points — point estimates in sales decks are how M&V theater starts.

№ 06 — HONEST LIMITS

Advisory engineering intelligence — not a PE-stamped design and not a performance guarantee. The measurement plan exists precisely so reality gets measured.

Start a pilot conversation.

Pilot program: free during our test phase. Limited founder-approved slots — tell us about your building or project and we respond within two business days. Production pricing comes later; pilot partners shape it.

Try the free calculator →hello@ai-smart-buildings.com →

DELIVERED BY BEAST OS — A 135-AGENT FLEET BUILT FOR CRE · CLIENT DATA ISOLATED PER ENGAGEMENT