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Independent AI analysis for real estate

Homies Research.

Rigorous, practical work on the systems, standards, and models shaping real estate. Built for the people responsible for making AI useful—and accountable.

Governance

Policy that can be implemented

Benchmarks

Real jobs, shared harnesses

Open evidence

Claims linked to primary sources

Latest

HomieBench v5 AI model and cost-benefit benchmark for real estate professionals
Benchmark

HomieBench v5

GLM-5.3 joins eleven models ranked across 100 realtor workflows—with cost withheld until its API price is published and six-month turnover data showing why the durable advantage is a model-independent harness.

27 min readRead the research
Best AI for Realtors 2026 top ten comparison and pricing calculator, with Homies AI ranked first for realtor fit
Research blog

Best AI for Realtors: Top 10 Tools Ranked (2026)

A comprehensive buyer’s guide and interactive pricing calculator ranking Homies AI, ChatGPT, Claude, Manus, Hermes, OpenClaw, Grok, Perplexity, Gemini, and Copilot for real estate agents.

30 min read + calculator
The Realtor's Tech Stack 2026 guide comparing CRM, IDX, automation, e-signature, scheduling and AI software with a consolidated Homies AI stack
Research blog

The Realtor’s Tech Stack: CRM, IDX & AI Guide (2026)

A comprehensive map of the software real estate agents use—with current CRM, IDX website, automation, e-signature, AI notetaker, scheduling, project-management, API, and total-cost comparisons.

38 min read + 7 matrices
Homies Research Blog cover asking whether DeepSeek's planned API price increase ends the ultra-cheap AI model era
Research blog

DeepSeek API Price Increase: Is Cheap AI Ending?

DeepSeek has warned of a significant API price increase just days after HomieBench v5 ranked V4 Flash 0731 as its metered automation cost leader. What changes—and what does not?

5 min read
Homies Research Blog cover illustrating real estate AI data rules and agent workflows
Research blog

Real Estate AI: Realtracs, Zillow and Compass

Realtracs and Zillow are putting AI guardrails into data licensing while Compass is measuring how agents use AI across 90+ tools—two signals that real estate AI is becoming infrastructure.

6 min read
Canadian Real Estate Market Call for July 2026 with a coral line chart on a dark Homies Research cover
Keynote

Canadian Housing Market Call — July 2026

A 71-slide presentation and exhaustive formalized transcript on inflation, rates, AI adoption, employment, mortgage arrears, affordability, rental construction, and housing balance across Canada.

35 min read + presentation
An architectural gateway separating protected real estate systems from an AI interface
Whitepaper

The RAILS Framework

A certifiable capability-without-custody standard for agent identity, agent-to-agent showing booking, transaction preparation, property access, and safe agentic AI across real estate systems.

64 min read
A draft horse in a leather harness drawn in warm ink on ivory, the harness straps traced in coral — the recurring metaphor of the HARNESS IT keynote
Keynote

The Realtor’s AI Harness

The HARNESS IT keynote as a self-guided deck: the practical recipe for building an AI employee, what it does once it works, and the compounding math that says start today.

12 min read
A real estate AI integration atlas connecting a governed Homies harness to CRM, email, voice, MLS, IDX, social media, transaction and website systems
Research paper

The Complete Real Estate AI Integration Stack

An 84-system map of realtor CRM, MLS, IDX, email, voice, social, transaction and website integrations—with official API links and honest access status.

45 min read
An AI harness connecting a model to real estate email, CRM, messaging, calls, calendar, documents, browser tools, and an approved IDX website
Research paper

What Is an AI Harness? The Realtor’s Guide

A deep, practical guide to the operating layer that turns an AI model into a supervised real estate worker—with tools, memory, permissions, and audit trails.

31 min read
A real estate AI email system connecting an inbox, AI orchestration, CRM, calendar, approval, and audit trail
Field guide

How to Build a Real Estate AI Email Agent

The Gmail and Microsoft Graph architecture, CRM sync, prompt-injection controls, deliverability rules, costs, and build-versus-buy planner.

27 min read
A real estate AI text messaging stack connecting CRM leads, an AI policy engine, mobile messaging, consent, delivery, calendar, and audit records
Field guide

How to Build a Real Estate AI Text Messaging Agent

A technical blueprint for harness-to-CRM-to-Twilio messaging, consent, deliverability, webhooks, costs, and supervised two-way conversations.

29 min read
A real estate AI voice calling stack connecting telephony, speech, CRM, property data, compliance, and appointments
Field guide

How to Build a Real Estate AI Voice Agent

The complete 2026 stack, cost model, CRM architecture, compliance plan, and build-versus-buy calculator.

32 min read
A real estate social media AI system turning property video into clips, posts, conversations, CRM records, and appointments
Research paper

The Real Estate Social Media AI Agent Stack

A technical blueprint for AI clipping, digital twins, multi-platform posting, DM automation, CRM capture, and human approval.

24 min read