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Join BetaOlder model parts have slightly different star-shaped facings than current retail stock, and no quick way to cross-reference or identify the exact part without plumbing knowledge.
A mobile app that uses photo recognition to identify plumbing parts and cross-reference them with manufacturer specs and retail availability. Users snap a picture of the old part (e.g., pressure balance cartridge) and instantly get the correct replacement model, buying options, and installation instructions. No more guessing or multiple trips to the store.
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