Stories from firms like yours

Three brokerages. Three workflows. Three numbers that moved.

Illustrative composites built from the published research and realistic unit economics. They show the shape of the outcome you'd track — and the order value tends to land.

All names, people and figures are fictional and modeled. Benchmarks are sourced on the Research page.

Instant Lead Responder
"We were losing every lead that came in after the kids went to bed."

Situation

Portal leads, a ~9-hour average response time, and most inquiries arriving 7pm–midnight. By morning, buyers had booked with whoever answered first. Conversion sat at 0.9%.

What we built

An Instant Lead Responder on their CRM and both portals — replying in under a minute, qualifying, and booking showings. One agreed metric: closings from after-hours leads.

The honest part

Weeks 1–2 needed voice tuning; early replies felt robotic. Once dialed in, the pilot pod hit 100% adoption.

"It's a tireless front-desk person who never sleeps. Our agents finally compete on relationships, not reflexes."

DM
Dana MirelesManaging Broker (illustrative)

Results · first 12 months

9 hrs → 48 sec
average first-response time
+38 deals
incremental closings vs. prior year
$604k
new gross commission
26×
return on program cost
Listing Studio + Immersive Listings
"Our marketing was beautiful and impossibly slow. AI fixed the slow without breaking the beautiful."

Situation

A full marketing kit took an agent most of a day. At $3,500+ a home, physical staging only reached top listings — and out-of-state buyers couldn't tour without flying in.

What we built

The Listing Studio in Meridian's brand voice, plus Immersive Listings: AI virtual staging and ~20-minute iPhone 3D tours on every property — so any buyer could walk through, any time.

The honest part

Their brand team insisted on a human approval gate on luxury copy. They were right; it's now baked into the workflow.

"Every listing now looks like our flagship — and relocating buyers tour ten homes from another state before they ever land."

JS
Julian SaitoMarketing Director (illustrative)

Results · first 12 months

1 day → 5 min
to produce a full marketing kit
$3,500 → $55
staging cost per listing
−11 days
median time on market, mid-tier homes
+32%
more listing saves with 3D tours
Transaction Copilot + Brokerage Brain
"We were one missed deadline away from a lawsuit, every month."

Situation

One coordinator, deadlines living in a spreadsheet, and new agents taking months to learn the process — interrupting senior agents all day.

What we built

The Transaction Copilot to read contracts, extract deadlines and chase the right person — plus the Brokerage Brain, a private assistant on Lakeshore's playbooks so any agent could self-serve.

The honest part

Three weeks of cleaning and indexing playbooks before the Brain was trustworthy. That document hygiene paid off on its own.

"New agents close their first deal in half the time. And I sleep — the Copilot watches the calendar even when I'm not."

AO
Amara OseiFounder (illustrative)

Results · first 12 months

faster
new-agent ramp to first close
0
missed deadlines (from ~1/mo)
14 hrs
coordinator time saved per deal
deal capacity, no new hire
Where the money comes from

Not one big thing — four compounding ones

Modeled annual contribution for a Harborview-sized firm. New deals dominate; reclaimed time is real money your agents reinvest in selling.

Modeled annual value by source

40-agent firm, default inputs. Conservative — excludes retention & risk avoidance.

📈 New deals — $720k

The biggest lever. Faster, always-on response rescues leads that used to go cold overnight.

⏱️ Reclaimed time — $410k

Content, marketing and transaction admin handed to AI. Every hour returns to selling.

🔁 Retention & immersive media — upside

Proactive matching and 3D tours keep buyers off the portals and sell homes faster. Not even counted in the headline number.

Your turn

The next case study could have your name on it.

We'll model your numbers, agree the one metric that matters, and prove it on real leads in 90 days.