Smeron
B2B automation

Aire Real Estate

An automation tool used by real estate firms to generate dynamic business pitch presentations.

  • Generative tool
  • Real estate
  • Aire Real Estate — screen 1
  • Aire Real Estate — screen 2
  • Aire Real Estate — screen 3

Technologies used

  • Next.js
  • React Native
  • Node.js
  • MongoDB
  • Redis

Overall project details

Aire is an enterprise-grade automation platform designed to streamline the creation of complex real estate business pitches and investment presentations. By automating the data aggregation from housing market APIs, demographic databases, and financial models, Aire allows agents to generate high-fidelity, data-backed 50-slide presentations in seconds. The platform bridges the gap between raw property data and professional, client-ready visual assets.

Target audience

  • Real Estate Agents

    Seeking to save hours of manual data entry for property pitches.

  • Property Investment Firms

    Needing consistent, high-quality reports for internal and external stakeholders.

  • Market Analysts

    Looking for a tool to visualize complex housing trends through automated charting.

User experience & workflow

The platform is built around a "Data-to-Design" philosophy, where users select a target demographic or location, and the system orchestrates the asset generation.

Technical architecture

Aire utilizes a high-performance Node.js backend to handle heavy PPTX generation tasks, supported by a Redis caching layer for rapid data retrieval.

Developer role & focus

  • Dynamic PPTX Serialization

    Engineering the logic to programmatically generate complex PowerPoint files with embedded charts and images.

  • Market Data Aggregation

    Building resilient connectors to property and demographic APIs to ensure consistent data ingestion.

  • Performance Optimization

    Implementing a sophisticated Redis caching strategy to reduce generation times for 50+ slide decks to under 3 seconds.

  • Cross-Platform Sync

    Developing a React Native remote to allow agents to control presentations directly from their mobile devices.

Technology stack

Core stack

Frontend
Next.js, React Native (Remote), TypeScript, Tailwind CSS
Backend
Node.js, Express, Redis (Caching)
Data Science
Pandas (Data processing), Chart.js (Rendering)

Communication structure

The platform ensures a responsive builder experience by using REST for configuration and WebSockets for real-time generation status updates.

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