Case Studies

What we've built, who we've built it for.

A look inside the work. Each study walks through what was broken, what we found, and what got rebuilt. Specifics get anonymized. Findings stay real.

Commercial Real Estate

Inside a half-built CRE database

A regional commercial real estate brokerage was sitting on ~14,000 contacts in their web-based CRM, partially structured, mostly unqueryable. We audited the database and built the plan to turn it into a working prospecting engine — without breaking what they already use.

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No pitch. No pressure. Just a straight conversation.

Thirty minutes with someone who's done this before, in their own business and at some of the largest organizations in the world. You'll leave with a clearer picture of where AI fits, whether or not we end up working together.