Case Study

Rambunct Empowers Home.LLC with Amazon Bedrock Agents for AI-Driven Homeownership Guidance

Background

Home.LLC partnered with Rambunct to build an AI-powered SaaS platform using Amazon Bedrock agents, providing 24/7 homeownership guidance, personalized insights, and workflow automation to streamline the buying, owning, and selling process.

The Challenge

Home.LLC sought to transform the complex, fragmented homeownership process into a simplified, personalized journey—but faced key limitations in traditional real estate technology.
  • Homebuyers struggled to navigate overwhelming, multi-step real estate processes with limited guidance.
  • Critical information was scattered, making real estate knowledge hard to access and interpret.
  • Limited personalization and 24/7 support constrained platform scalability and user satisfaction.
  • Real-time market integration and predictive analytics were difficult with legacy systems.

Our Solution

Rambunct implemented a scalable Bedrock-based SaaS platform that uses intelligent AI agents to automate workflows and personalize real estate experiences across the ownership lifecycle.
  • Deployed Bedrock agents using Claude and other models tailored for real estate conversations and workflows.
  • Integrated knowledge bases with retrieval-augmented generation (RAG) for current regulations, pricing, and listings.
  • Designed natural-language interfaces for personalized, multi-turn conversations.
  • Built custom agent flows for buying, financing, maintaining, and selling properties.

The Result

The Bedrock-powered solution dramatically improved user experience, accessibility, and operational efficiency across Home.LLC’s real estate engagement funnel.
  • 85% reduction in time to educate users on homeownership using conversational AI.
  • 90% improvement in personalized property match accuracy through contextual recommendations.
  • 70% increase in user engagement via always-on AI agents delivering tailored guidance.
  • 60% reduction in customer support overhead through intelligent query automation.