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Mihai Dobre
Business Automation

Real estate automation platform for structured property operations

A custom automation platform for real estate operations, built to handle multi-language property data, streamline content workflows, and reduce manual work through intelligent system design.

Project Snapshot

Overview

Manual property listing management across multiple platforms was time-consuming and error-prone. Disconnected systems for content, leads, and property data created operational inefficiency and made it difficult to maintain consistent information.

Challenge

  • Fragmented property data across spreadsheets, email, and multiple platforms.
  • Manual content workflows requiring repetitive data entry.
  • Disconnected communication channels with no centralised tracking.
  • Multi-language requirements multiplying the effort required.

Solution

  • Centralised property database as a single source of truth.
  • Automated content workflows eliminating repetitive manual entry.
  • Multi-language content system with structured translation management.
  • Lead capture and tracking from all channels with automated follow-ups.
The Problem

Manual processes limiting operational scale

Property information was scattered across spreadsheets, email, and multiple platforms. This made it difficult to maintain accurate, up-to-date listings and increased the risk of errors when information changed.

Fragmented property data

Property information was scattered across spreadsheets, email, and multiple platforms. This made it difficult to maintain accurate, up-to-date listings and increased the risk of errors when information changed.

Manual content workflows

Creating and updating property listings required repetitive manual work. Each property needed to be entered multiple times for different platforms, and multi-language content multiplied the effort required.

Disconnected communication channels

Leads came in through various channels with no centralised tracking. Follow-ups were manual and inconsistent, creating risk of missed opportunities and poor customer experience.

Why real estate businesses need custom automation

Property portals like Idealista, Fotocasa, and others each have their own upload formats and requirements. Managing listings across multiple portals manually is time-consuming and error-prone. A centralised system that pushes to all portals simultaneously eliminates this overhead. Multi-language requirements add another layer of complexity. Property descriptions, features, and location information need to be accurate across all languages. Translation management becomes an operational bottleneck without proper tooling. The decision to build a custom platform rather than use off-the-shelf property management software came down to flexibility. Existing solutions often have rigid data models that don't match how the business actually operates.

What I Built

Automation platform capabilities

The platform centralises property data, automates content workflows, and integrates with external property portals. The system handles multi-language content, taxonomy cleanup, and operational workflows.

Centralised property database

Structured a single source of truth for all property data. Each property has a complete record that feeds all output channels, eliminating duplicate entry and reducing errors.

Multi-language content system

The platform handles content in multiple languages with a structured approach. Translations are managed systematically, making it straightforward to add new languages or update existing content.

Automated listing workflows

Property listings are automatically formatted and distributed to connected platforms. This eliminates repetitive manual entry and ensures consistency across all channels.

Lead capture and tracking

Leads from all channels are captured centrally with automated follow-up workflows. Complete visibility into the sales pipeline and reduced missed opportunities.

Technical Approach

System architecture and design

A data model that reflects how properties actually work, with clear relationships between properties, locations, features, and media. This structure supports flexible querying and clean content generation.

01

Structured data model

Designed a data model that reflects how properties actually work, with clear relationships between properties, locations, features, and media.

02

Taxonomy cleanup

Restructured existing property categories and attributes to be logical and maintainable, making it easier to filter, search, and report on properties.

03

API integrations

The platform integrates with external property portals and services through APIs, enabling automatic listing synchronization.

04

SEO-focused structure

Built with SEO considerations from the start. Clean URLs, structured data, and proper content hierarchy help properties rank well in search results.

Implementation workflow

Development started with data modelling sessions to understand the complete property lifecycle: from initial listing through status changes, lead capture, viewings, and sale or rental completion. The platform was built iteratively, starting with core property management functionality. Once the data model proved stable, portal integrations were added one at a time, testing each connection thoroughly before moving to the next. Multi-language content was implemented using a translation key system that keeps all language versions linked to the same property record.

Technical considerations

Property portal APIs vary significantly in their capabilities and limitations. Some support real-time updates via webhooks, others require polling. The integration layer handles these differences transparently. Image handling required careful attention. Properties often have dozens of photos that need resizing, optimisation, and distribution across multiple channels. Lead data flows back from portals into the CRM, creating a complete picture of interest per property.

Outcome

Operational improvements delivered

Automation eliminated repetitive data entry and content formatting tasks. The business can now manage more properties with the same resources, and staff can focus on higher-value activities.

Reduced manual work

Automation eliminated repetitive data entry and content formatting tasks. The business can now manage more properties with the same resources, and staff can focus on higher-value activities.

Improved data structure

Property information is now consistent, complete, and easy to maintain. The structured approach makes it straightforward to update listings, add new properties, and generate reports.

More maintainable system

The platform architecture is designed for long-term maintainability. Clear data models, documented integrations, and logical workflows make it easier to extend and modify as the business grows.

Looking to automate your operations?

If your business has manual processes that could be automated, or disconnected systems that need to work together, I can help design and build a solution.