Future Developments Overview

This section describes the strategic roadmap for the rental management platform. The current system should first establish reliable operational data. Future capabilities can then build on that data: tenant linking, document sharing, payment reputation, scoring, marketplace flows, matching, and monetization.

Strategic direction

Operational data
  -> tenant identity linking
  -> controlled document sharing
  -> payment behavior metrics
  -> opt-in reputation and scoring
  -> rental marketplace
  -> explainable matching and ranking

Architectural principles

• Build on the existing parties and users separation.
• Keep user consent explicit and auditable.
• Do not expose scores until the model is explainable and legally reviewed.
• Start with rule-based scoring before machine learning.
• Prefer transparent ranking over opaque automation.
• Minimize data sharing by default.

Main future domains

Domain	Purpose
Tenant linking	Connect a tenant party to a platform user through invitations.
Document sharing	Share documents between parties with explicit access levels.
Payment reputation	Track payment behavior over time.
Scoring system	Produce normalized, explainable scores.
Privacy and consent	Control profiling, score sharing, and marketplace visibility.
Marketplace	Publish available properties and receive applications.
Matching and ranking	Rank candidates and listings using transparent formulas.