// Pilot Case Study

The Numbers Don't Lie.

Results from our initial deployment with a property management operator in San Diego, CA.

0.0h

Sr. Management Hours Recovered / Week

0%

Automation Accuracy — Task Routing & Lead Sorting

48h

Time to First Friction Map (Audit Window)

// Methodology

The pilot engaged a 12-person property management operation running manual maintenance triage and inbound lead sorting. Over 48 hours, friction was mapped across three departments. Level 2 AI Agents were deployed in week 2. All routing decisions were logged, audited by a human operator weekly, and benchmarked against baseline performance.

Human-in-the-Loop Disclosure: All AI-generated recommendations and agent actions are reviewed by a licensed human operator before delivery. John Flores, Founder & Lead Operator — CA AI Transparency Act 2026 compliant.

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