وثائق المنصة / المقالات
مقالات المنصة
مجموعة مقالات تشرح وحدات المنصة ومسارات العمل والمفاهيم الأساسية للشركاء والمشغلين والمستثمرين.
Decision Tunnel
Decision Tunnel (Workflow)
The core four-stage decision pipeline from user intent to execution-ready outputs.
قراءة المقالStage 1: Intent
Converts natural language goals into deterministic platform instructions.
قراءة المقالNL Goal to TableSpec JSON
Compiler layer that maps natural-language goals into machine-executable TableSpec payloads.
قراءة المقالIntent-Aware Parsing
Parsing strategy that adapts to user objective, risk profile, and time horizon.
قراءة المقالHidden Parameter Extraction
Derives implicit filters that users do not explicitly provide in their request.
قراءة المقالStage 2: Evidence
Collects, validates, and structures data from the evidence hierarchy before scoring.
قراءة المقالExclusion Policy (Filter Distressed/Duplicates)
Ruleset that removes non-representative, duplicate, and low-integrity records.
قراءة المقال5-Layer Evidence Stack
Structured trust model that separates canonical, derived, dynamic, external, and raw evidence.
قراءة المقالData Hygiene (Canonical Graph)
Normalization and entity-resolution process that builds a reliable canonical graph.
قراءة المقالStage 3: Judgment
Transforms validated evidence into ranked opportunities with transparent score logic.
قراءة المقال65% Market Score (Objective Quality)
Objective score contribution based on market and asset quality characteristics.
قراءة المقال35% Personal Match (Subjective Lens)
Profile-adjusted score contribution aligned to user preference and strategy.
قراءة المقالRanking & Scoring Engine
Deterministic ranking engine that combines objective and subjective scoring components.
قراءة المقالStage 4: Action
Converts ranked outcomes into artifacts and next-step execution workflows.
قراءة المقالBranded Decision Objects (PDF/Memos)
Produces client-facing outputs suitable for internal and external decision communication.
قراءة المقالEvidence Drawer (Transparency/Footnotes)
Transparency layer that exposes sources, filters, assumptions, and confidence for outputs.
قراءة المقالAutomation Studio
Workflow orchestration layer for repeatable, event-driven decision and communication tasks.
قراءة المقالEvidence Stack
Evidence Stack Hierarchy
Trust-stratified evidence model that governs how data is used in decisioning.
قراءة المقالL1: Canonical (Static Truths/Audited)
Highest-trust audited layer for foundational facts.
قراءة المقالL2: Derived (Calculated Truths)
Deterministic metrics calculated from trusted evidence inputs.
قراءة المقالL3: Dynamic (Living States/Inventory)
Live and near-live inventory and operational status data.
قراءة المقالL4: External (Market Sensors/RERA/DLD)
External regulatory and market intelligence feeds enriching internal decisioning context.
قراءة المقالL5: Raw (Unprocessed Extraction)
Raw ingestion staging layer for unprocessed inputs before normalization.
قراءة المقالMarket Scoring
Market Scoring Signals
Core objective signals used to evaluate opportunity quality and timing.
قراءة المقالTiming Signals (Entry/Exit Windows)
Signals that indicate attractive entry, hold, and exit timing windows.
قراءة المقالStress Resilience (Grade A-F)
Resilience grading that estimates downside behavior under stress conditions.
قراءة المقالVerified Gross Yield
Yield metric anchored in verified inputs for transparent return comparisons.
قراءة المقالData Confidence Level
Confidence indicator combining completeness, freshness, and source agreement.
قراءة المقالBroker Dashboard
Broker Dashboard Features
Execution-facing feature stack for brokers using intelligence in production workflows.
قراءة المقالAI Assistant (Gemini 1.5)
Conversational co-pilot for explanation, analysis support, and operational guidance.
قراءة المقالBrochure-to-Listing Automation
Automation flow that turns brochure assets into structured listing entries.
قراءة المقالAI Lead Scoring (Hot/Warm/Cold)
Lead prioritization model for conversion-focused sales operations.
قراءة المقالSales Communication Coach
Coaching assistant for better message quality and stage-appropriate communication.
قراءة المقالMarket Intelligence Analytics
Analytical layer surfacing market movement, opportunity clusters, and risk context.
قراءة المقالCore Data Objects
Core Data Objects
Canonical data contracts that power platform logic, APIs, and user-facing artifacts.
قراءة المقالTime Table (Atomic Intelligence Unit)
Primary intelligence container for scoped datasets, metrics, and decision context.
قراءة المقالTableSpec (Query Blueprint)
Deterministic query blueprint generated from intent and profile constraints.
قراءة المقالDecision Objects (Outcome Artifacts)
Generated outputs used for communication, approvals, and execution handoff.
قراءة المقالProfile Intelligence (User Preferences)
Preference memory and personalization model that shapes ranking and communication.
قراءة المقالData & Information
Data & Information
Governance layer for source reliability, ownership, and investor-ready data communication.
قراءة المقالDubai Land Department (DLD)
Regulatory and transaction authority context used for market validation and trust.
قراءة المقالStakeholders
Stakeholder map for platform operators, partners, regulators, and investors.
قراءة المقالInvestor Relations
Investor communication structure, diligence framing, and traction reporting standards.
قراءة المقال