Customer–Property Matching
Recommend available inventory that fits a customer's recorded needs, with an explained fit reason for every match. Agents decide what — if anything — is communicated to the customer.
Prefilled from recorded preferences on lead LD-8841 (captured 2026-07-02, confirmed by customer 2026-07-10).
- 2 units excluded — active reservation lock (PR-A-1104, PR-B-901)
- 1 unit excluded — compliance hold on owner entity
- 4 listings excluded — viewer lacks branch permission (Abu Dhabi scope)
Exclusion reasons are logged; excluded records are never shown to unauthorized viewers.
| # | Unit / project | Asking (AED) | Size | Availability | Fit | Why suggested | Actions |
|---|---|---|---|---|---|---|---|
| 1 | PR-A-1204 Prototype Residences A · 2BR · floor 12 |
1,245,000 | 1,118 sq ft | Available | 94 |
Budget fit 92%; marina view; high floor; 2 bays; metro 450 m | |
| 2 | PR-A-1610 Prototype Residences A · 2BR · floor 16 |
1,320,000 | 1,164 sq ft | Available | 89 |
Top-floor view; within budget cap; 1 bay only (pref. asks 2) | |
| 3 | PR-B-1808 Prototype Residences B · 2BR · floor 18 |
1,290,000 | 1,092 sq ft | Available 2026-10-15 | 81 |
Strong price/size; availability 15 days after requested date | |
| 4 | PR-A-905 Prototype Residences A · 2BR · floor 9 |
1,180,000 | 1,071 sq ft | Available | 78 |
Best price; partial marina view; below preferred floor band | |
| 5 | HG-T-204 Harbour Gate Tower · 2BR · floor 2 |
1,095,000 | 1,240 sq ft | Available | 71 |
Secondary area (weight 0.5); large layout; no marina view | |
| 6 | PR-B-3204 Prototype Residences B · 2BR penthouse level |
1,410,000 | 1,388 sq ft | Available | 58 |
Near budget (+4.4% over cap) — shown only under stretch rule |
| Criterion | Customer asked | Unit offers | Score |
|---|---|---|---|
| Budget | AED 1,000,000–1,350,000 | AED 1,245,000 asking | 92 |
| Location | Marina District | Prototype Residences A, Marina District | 100 |
| Type / size | 2BR ≥ 1,050 sq ft | 2BR · 1,118 sq ft | 95 |
| Availability | By 2026-09-30 | Vacant — immediate | 100 |
| Preferences | View, high floor, metro, 2 bays | Marina view, floor 12, metro 450 m, 2 bays | 88 |
Owner identity and tenant history stay permission-masked here (e.g. owner N●●● D●●●●●●●●●● G●●●●); no restricted contact details are ever included in match output.
| Unit | Asking (AED) | Added by | Added | Status | Next step |
|---|---|---|---|---|---|
| PR-A-1204 | 1,245,000 | OHOmar Haddad | 2026-07-17 | Ready to send | Propose viewing |
| PR-A-1610 | 1,320,000 | OHOmar Haddad | 2026-07-15 | Sent 15 Jul | Customer reviewing |
| PR-A-905 | 1,180,000 | LHLayla Hassan | 2026-07-12 | Declined by customer | Keep as fallback |
Consequence: a customer-facing shortlist (PR-A-1204) is sent via the customer's preferred channel (email). Content uses the approved bilingual template TPL-SHORTLIST v6; internal scores and owner data are stripped.
- Consent / DND
- Email consent active · preferences
- Channel
- Email — a.noor●●@●●●●.com (masked)
- Attribution
- Logged to lead LD-8841 timeline
The system never auto-sends matches. Search agents only queue suggestions into the agent's work queue. Model quality and drift are tracked in AI Recommendations / Evaluation & Observability.
Static render mockup — no live data. Source: ERP Modern Development Specification v2.0 · Covers: PROP-07 (purpose/location/type/budget/size/availability matching with explained fit and restricted-inventory exclusion), AI-05 (advisory recommendations, human communication decision).