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Originals on AI-native property operations
Opinionated, specific, operator-centric. We publish what we learn running Clara across early-access portfolios — with bylines, with numbers, and with no recycled industry takes.
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Weekly and biweekly cadence. Bylined. Originals only.
Product•
Why AI belongs on top of your PMS, not inside it
The case for an operating layer that sits above AppFolio, Yardi, and Entrata — and why "all-in-one AI" is the wrong answer for AI-native operations.
8 min readOperations•
The deflection win: what 40% fewer work orders looks like on paper
When Clara resolves a maintenance issue in the first conversation, the work order never gets created. Here is how we measure deflection — and how it changes PM capacity.
6 min readIndustry•
Why response time is the whole leasing funnel
Industry benchmarks for lead-to-lease conversion collapse if you respond in under a minute. A field note from our first-access cohort.
5 min read