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The Engineering Behind the Intelligence.

Pillar 01 / Data Engineering

PropTech 360: Deterministic Synthesis

While generic dashboards show "what" happened, our Python-driven pipeline explains "why." We ingest raw exports and apply a normalization layer to ensure GMV and Pipeline Velocity are calculated with zero variance.

// Synthesis Logic: Revenue Leak Detection
if lead_status == 'Lost' and interaction_count > 10:
    flag_revenue_leak(reason='Stagnant Pipeline', value=avg_ticket)
Schema Mapping

We map disparate Excel/CSV fields into a unified 360-degree schema tailored for Real Estate KPIs.

Visual Intelligence

High-contrast suites built in Tableau Public for C-suite decision making and agent accountability.

Pillar 02 / Sales Intelligence

Acoustic Sales Auditing

Our sales audits use localized LLM logic to mine conversations for commercial intent. We don't just transcribe; we categorize acoustic markers into strategic categories to identify missed revenue opportunities.

Objection Mapping

Automated detection of "Price Resistance," "Competitor Comparison," and "Urgency Gaps."

Competitor Analysis

Tracking specific mentions of rival agencies or project comparisons to help refine your script.

Pillar 03 / Compliance Intelligence

Agent Hygiene & Regulatory Auditing

For high-ticket markets like Dubai (RERA) and London (FCA), conduct is non-negotiable. We apply deterministic logic gates to monitor agent compliance without manual audio review.

Mandatory Disclosures

Tracking the presence and accuracy of legal disclosures and terms of business during the initial consultation.

Risk Scorecard

Identifying high-risk behavior, ethical gaps, or process violations that could lead to regulatory friction.