Determining whether a superficial mark on a heat exchanger is an early crack vs. harmless cosmetic flaw, leading to potential over-condemnation and unnecessary replacement costs.

Visual inspection tools like scopes cannot reliably distinguish between superficial marks and early-stage cracks, leading to uncertainty and conservative replacement decisions.

Severity

4High

Willingness to Pay

implied

Added

May 15, 2026

Workarounds Described

Manually inspecting with a scope and comparing to memory of past marks

Implied Software Gaps

AI-powered visual inspection tool that objectively classifies heat exchanger marks vs. cracks

App Concept

HeatEx CrackDetect

A smartphone attachment and AI-powered app that analyzes high-resolution images and video of heat exchangers to distinguish superficial marks from actual cracks. Provides a confidence score and recommended action, reducing unnecessary replacements and technician liability.

Key Features

AI crack vs. mark classification with confidence score
High-resolution macro lens attachment for smartphones
Automated image capture and analysis workflow
Historical tracking of heat exchanger condition per unit

Target Users: HVAC technicians and service companies of all sizes performing heat exchanger inspections

Revenue Model: $19/mo subscription per technician, with a one-time $49 hardware purchase for the lens attachment

Existing Solutions Mentioned

Inspection camera/scope

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