Property management firm with 100,000+ units: AI transformation built on reusable skills

Situation

A property management firm serving 100,000+ residential units with 1,000+ employees had deployed AI chat tools, and people were using them. But every prompt lived in someone's head. There was no structure to move from experimentation to production automation, so the executive team engaged Cameo Consulting to build one.

Approach

• Audited manual processes across the company and ranked them by hours saved versus implementation friction, covering document review, data entry, compliance verification, report generation, and vendor coordination.
• Ran proofs of concept on the priority use cases before committing budget to any of them.
• Built reusable AI skills on Claude that the client team owns and operates, turning each automation into a documented asset instead of a one-off prompt.
• Deployed the skills department by department with training, so staff run the automations themselves.

Results

The engagement is ongoing, so the results below describe the operating model built rather than final dollar figures.

1. An automation roadmap spanning 7 departments: recruiting, marketing, sales, transitions, compliance, insurance, and corporate admin.
2. A growing library of reusable skills the client team owns and operates, with no dependency on Cameo Consulting to run them.
3. A repeatable operating model (audit, prove, build, deploy) the firm now applies to new use cases as they surface.