A private CRM and AI investment-report engine for a Marbella luxury portfolio

For a boutique luxury real-estate broker operating across Marbella, Dubai and Istanbul, we built a private portfolio CRM, an AI-generated investment-report engine and a quiet off-market buyer-matching system.

Client: [Luxury real estate broker · confidential]
Sector: Luxury Real Estate & Investment
Duration: 12 months
Author: Aydın Bars

€18M+

Portfolio closed in 12 months

1-of-1

Buyer-matching model

4×

Off-market close speed

Private

Portfolio visibility (broker-only)

The starting point

A boutique broker covering €3M–€25M villas and investment property across Marbella, Dubai and Istanbul. Few buyers, but each relationship plays out over years.

The problem: Properties lived in Excel, buyer profiles in another spreadsheet, off-market deals in email. When new inventory arrived, “who would care about this?” was being answered from memory — but no broker keeps 200+ buyer profiles top of mind. Money was being left on the table.

The intervention

1. Private portfolio CRM

A bespoke broker-only dashboard:

Property portfolio (visuals, floor plans, price, owner, off-market status)
Buyer profile (budget band, investment intent, location preferences, privacy level)
Match suggestions (AI scoring)

2. AI investment-report engine

A custom AI agent generates an investment report for each property tailored to a buyer’s profile:

Comparable properties and regional pricing trends
Rental yield projection (Airbnb + annual)
Municipal development context
Aydın’s professional commentary (the broker edits a ready draft)

Reports that took 4–6 hours now take 12 minutes.

3. Quiet matching + alerts

When new inventory enters the system, relevant buyers receive a quiet alert — the broker decides one by one which to surface. On off-market deals, this system halved the average close cycle four-fold.

Outcome

After 12 months:

€18M+ in closed portfolio (85% above the broker’s prior-year benchmark)
Average off-market close: 90 days → 22 days
Active buyer roster grew 2.4× (fewer lost relationships)
AI reporting returned 18 hours per week to the broker

“This isn’t a CRM. It’s the buyer map I’d carried in my head for years — externalised. Now when new inventory arrives, the system tells me who to surface it to.”

— Luxury Broker