Christopher Blakey Full Stack Engineer
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Product case study / SaaS / Real estate

LoftyReal estate lead and CRM workflows

Connect real estate websites, lead management, CRM tools, and automated follow-up.

Real estate CRMIDX websitesAI automation

Relevant technical skills

  • API integration
  • Async workflows
  • LLM integration
  • Prompt design
  • Response evaluation
  • Error handling
  • Observability
  • Integration testing

These skills describe a proposed engineering approach. They are not a verified list of the company’s internal technologies.

01 / The problem

Context

Lofty addresses a connected operational workflow: real estate CRM, IDX websites, lead management, and AI automation. Teams using this type of platform need consistent context as information moves between systems and people.

02 / The experience

A connected product workflow

This product study focuses on the path from capture lead to track relationship. The central interface challenge is making the next action understandable while preserving the state and evidence behind it.

  1. 01Capture lead
  2. 02Enrich context
  3. 03Route follow-up
  4. 04Track relationship

03 / Technical perspective

Engineering approach

A proposed real estate integration should distinguish a listing record from a prospect record. Lead assignment, communication consent, and follow-up automation need clear ownership.

This section outlines a proposed approach, rather than the company’s verified internal implementation.

04 / Reliability

Testing priorities

Test listing updates, duplicate prospects, reassigned leads, and unsubscribed contacts. Preserve the source and timing of each inquiry across automations.

05 / Source & attribution

Explore the product

This independent study is based on the company’s public website. The gallery contains imagery sourced from the company’s official website and public product resources. Images belong to their respective owners. This study does not claim a personal role in building the product.

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