Humaniz is reinventing real estate recruiting by betting on AI and proprietary data to break the industry’s dependence on MLS-based agent records.
Humaniz, an AI-powered recruiting and team management software company, is preparing to launch a new proprietary agent data platform designed to reduce the real estate industry’s reliance on MLS-based recruiting tools.
The Dallas-based company announced this week that AgentIntelligence is at the center of its 2026 roadmap. AgentIntelligence is an AI-driven recruiting platform built to enable outreach using signals not captured by traditional MLS systems. The move reflects a broader push by proptech vendors to reimagine agent recruitment infrastructure to leverage data sources beyond transaction records.
“The industry doesn’t have a software tools problem; it has an input problem,” Humaniz founder and CEO Chris Giannos said in a statement. “If you can’t reliably tell us from your data who the agents you’re hiring actually are or how to contact them, everything downstream becomes 10 times more difficult. AgentIntelligence is built to solve that core problem.”
According to Humaniz executives, most recruiting software today relies on MLS feeds that were originally designed for compliance and transaction reporting, not for identifying, engaging, and prioritizing recruiting agents. AgentIntelligence is developed independently of MLS systems using a proprietary agent data matrix that continuously updates agent profiles with a broad set of indicators.
According to the company, these signals include career stage, brokerage and team affiliation, market activity, performance metrics, online presence and promotional behavior. The goal is to provide brokers and teams with a more complete and actionable picture of who their agents are and when they might be open to recruiting conversations.
Humaniz said the platform is designed as an execution layer rather than a static database. AgentIntelligence coordinates AI-driven outreach across SMS, email, and direct mail while handling identity resolution, prioritization, compliance, and messaging from a single system.
“Proprietary data creates impact only when enabled correctly,” Mike Nicklaus, chief technology officer at Humaniz, said in a statement. “AgentIntelligence is built to move recruiting from hard guessing to precise execution.”
Mr. Giannos founded Humaniz after growing his real estate team from two agents to more than 200 people in just over two years. The company says its existing platform has generated more than 28,000 agent referrals and contributed to more than $3 billion in closed deals in the past year.
As part of its broader roadmap, Humaniz also plans to launch a Humaniz-powered agent job board, expand AI-powered recruitment communications, offer automated hiring execution, and integrate direct mail and digital recruiting workflows.
The company will preview AgentIntelligence during a live webinar on February 19th.
Email Nick Pipitone
