AI CC&R Architectural Review Committee (ARC) Triage Engine
Discovery Lens
A New Behaviors
Markets that didn't exist until people started doing something new
One-Liner
Homeowner submits modification request (fence color, deck addition, solar panels) → AI parses HOA's CC&R document and returns specific approving/denying clauses + draft board response letter in 60 seconds.
Kill Reason
HOA management platforms are expanding their document parsing capabilities with AI features; this single-workflow tool has no proprietary data moat, and CC&R interpretation errors create legal liability that makes HOA boards reluctant to rely on AI-generated determination letters without costly attorney review.
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killed: Production rate databases and regional labor cost tables are publicly available through cleaning industry associations, making the core data commoditized. The 'historical win-rate data' lives in each company's own records rather than accumulating across the platform, so there is no cross-customer network effect. Field service software like Jobber and ServiceTitan can add this feature in a quarterly sprint.
killed: Reserve study analysis is an established software category with vendors like Reserve Advisor, FundTrack, and ReadySetServe already serving HOA management companies. The AI PDF-to-communication layer adds convenience but builds no proprietary cross-HOA benchmark intelligence that incumbents with years of existing data cannot already provide.
killed: AI-generated security post orders are basic document templating that any AI writing assistant already handles, and the core product can be replicated by any competitor with a standard language model — there is no proprietary data or meaningful switching cost to justify a standalone product.