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HVAC Service Data → Commercial Real Estate Energy Intelligence

COLD✧ v8Commercial Real Estate / Building ServicesNorth America16 Mar 2026

One-Liner

A platform aggregating historical HVAC technician service records to produce longitudinal building energy performance intelligence for commercial real estate investors conducting due diligence.

AI Thinking Process

Verb Transplant: 'field-observed performance rating' from automotive inspection (Carfax) transplanted into building energy. G078 pattern applied to HVAC: observation within scope, liability-bearing buyer (CRE investor), incentive alignment.

Thread 5: HVAC service records as longitudinal building energy performance intelligence for CRE investors. WHAT CHECK PASSED. G038 aligned (sharing helps HVAC companies demonstrate maintenance quality). 45% conviction.

45% conviction in Pass 1. G078 pattern strong, gap appeared genuine.

HISTORICAL DUPLICATE: exact match found in idea history — 'HVAC/Building Trades Aggregated Service Data for CRE Investment Due Diligence' from session 20260329-1448-crossdomain. Same customer, same data source, same value proposition. KILLED in deepening Pass 2.

Kill Reason

Historical duplicate of 'HVAC/Building Trades Aggregated Service Data for CRE Investment Due Diligence' (20260329-1448-crossdomain). Same customer (CRE investors), same data source (HVAC service records), same value proposition (investment due diligence from field service observations).

Risk Analysis

Risk analysis available for latest engine ideas.

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