The Platform was developed by 42 District as a fully custom real estate operations system built to replace spreadsheet-driven workflows. The client needed a tool capable of tracking every property from pre-listing to final transaction, capturing movement-specific data, calculating revenue, and providing real-time dashboards for team performance.

The result was The Platform: a structured, scalable movement engine that brings clarity to property pipelines and enables data-driven decision making for sales and lettings teams.

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The client managed hundreds of properties but relied heavily on spreadsheets, manual updates, and fragmented reporting. This created several recurring issues:

1. Data inconsistency
   Properties were tracked differently by each agent, creating gaps and inaccuracies.
2. No centralised movement tracking
   There was no structured way to record the lifecycle of a property across key movements like Offer, Sale, Let, or Withdrawn.
3. Limited visibility for leadership
   Dashboard reports were manual, slow to update, and unreliable.
4. Revenue calculations were error-prone
   Sales and rentals required manual aggregation each month.
5. No pre-listing tracking
   Agents used informal notes and files to track properties before going “On Books.”

The client needed a platform that was fast to operate, designed around real estate logic, and structured enough to scale.

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Discovery and Research

42 District worked closely with the client’s sales and lettings teams to map the exact lifecycle of a property. This included:

• Identifying all property movements
• Defining movement logic and allowed transitions
• Capturing the unique data required for each movement type
• Designing KPIs for leadership reporting
• Mapping the ledger-to-on-books process
• Understanding revenue structures for both sales and lettings

This formed the blueprint for The Platform’s system architecture.

Design and Development

The Platform was developed as a Bubble.io application with a strong technical foundation:

Movement Engine

At the core of The Platform is a structured movement engine that determines:

• The current status of a property
• Which movements are allowed next
• What data must be captured
• How analytics and KPIs should update

This ensures consistency across all agents.

Dedicated Movement Tables

Each movement type has its own table to store tailored data fields. Examples:

• Offers
• Price Changes
• Withdrawn
• Let
• Sale
• Referrals
• Abort

This ensures a clean database with accurate, analyzable data.

Ledger for Pre-Listings

Agents can add properties to a ledger before they officially go live. This allows:

• Early forecasting
• Internal visibility
• Smooth transition into On Books

Automated Revenue and KPI Tracking

The Platform calculates:

• Total instructions
• Conversion rates
• Sales value
• Rental revenue
• Agent performance
• Movement volumes over time

Dashboards update in real time.

Agent-Friendly Interface

The UI was designed for speed, simplicity, and clarity, ensuring agents adopt the tool without friction.

User Flow

1. Adding a Property

An agent creates a record on the ledger or directly On Books.

2. Updating Movements

The agent selects a new movement. The Platform:

• Opens the correct movement form
• Stores data in the right table
• Updates the property’s current status
• Recalculates KPIs

3. Leadership Dashboard

Managers access real-time reports on:

• Total instructions
• Offers
• Sales and Lets
• Revenue
• Movements over time
• Agent performance

4. Forecasting

Ledger items and movement trends allow forecasting of:

• Future sales
• Revenue
• Pipeline strength

Admin and Leadership Tools

• Centralised dashboard with real-time metrics
• Movement logs for audit trails
• Automated indicators for pipeline stages
• Sales and lettings revenue summaries
• Export-ready data for management meetings

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The Platform transformed the client’s property operations from manual and inconsistent to structured and insight-driven.

Operational Impact

• 90 percent reduction in spreadsheet use
• Zero duplicated data entries across movements
• Real-time reporting replacing manual monthly aggregation
• Faster property updates with one-click movement transitions

User Impact

• Agents gained a clear, simple workflow for property updates
• Leadership received consistent, reliable analytics
• Full visibility across the entire property pipeline

Strategic Impact

• Data-driven decisions replaced guesswork
• Leadership gained an accurate revenue forecast for sales and lettings
• The platform became the operational backbone for expansion
• A scalable system ready for future enhancements including automations or AI