Case studies

Audited outcomes. Not hypotheticals.

Numbers represent observed change inside the engagement window. Names withheld at client request.

From benchmark to rollout: how AI improved the revenue cycle for a major portfolio

An institutional grade AI implementation that reduced delinquency by 100 basis points, accelerated collection speed by 41 percent, and delivered predictable cash flow across a major multifamily portfolio. Benchmarked in New York. Scaled to California.

Delinquency rate: 3.7% → 2.7% (down 100 bps)Days to 95% collected: 17 → 10 (down 41%)Year over year variance spread: 5pp → 3pp (down 40%)

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Commercial Real Estate

Give your agent an email

Stop treating AI like a chat window. Hire it. Give it an email address, a Slack handle, calendar access, and the same set of guardrails you would give a junior associate. Then leave it alone and let it work.

12 per principalUnder 90 secondsZero$0.18

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Property management

Reduced first-touch maintenance turnaround by 63%

Built a triage agent that reads resident messages, classifies urgency, opens work orders in AppFolio, and drafts the first vendor outreach. Eight-week build.

−63%+1894%

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Investment firm

Screened 217 deals in 9 weeks vs. 38 the prior quarter

Memo draft pipeline cut analyst time per deal from 4 hours to 35 minutes. IC decisions still human; the funnel widened.

217 vs. 38 prior quarter4 hrs → 35 min100%

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Your workflow next

Tell us which number you want to move.

Every engagement starts with a benchmark and ends with an audited result. Thirty minutes to scope the first one.

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