Humaniz, a provider of AI-powered recruiting and team management software for the real estate industry, announced plans to launch AgentIntelligence, a new proprietary agent data and AI-driven recruiting platform designed to address limitations in Multiple Listing Service (MLS) data by providing access to agent-level signals for modern teams and brokerages.
Chris Giannos, founder and CEO of Humaniz, stated, “The industry doesn’t have a software tooling problem, it has an input problem.” He emphasized that most agent data software relies on MLS information, which AgentIntelligence aims to transcend. Humaniz has generated over 28,000 agent introductions for hundreds of teams and brokerages nationwide in the past 12 months, contributing to more than $3 billion in closed transactions.
As part of its 2026 roadmap, Humaniz is developing AgentIntelligence to resolve agent identity at the individual level and activate recruiting workflows using signals not typically captured by the MLS. Giannos added, “If your data can’t reliably tell you who the agent you’re trying to recruit actually is or how to reach them, everything downstream is 10x harder. AgentIntelligence is being built to fix that core problem.”
The platform’s development stems from Giannos’s experience, where he scaled his own real estate team from two agents to over 200 in just over two years, closing $1.5 billion in transactions, before focusing on recruiting software. Humaniz was founded based on the systems he developed to automate real estate recruiting at scale, and AgentIntelligence seeks to advance this recruiting engine further.
Unlike legacy recruiting tools built on MLS connections primarily designed for transaction management and brokerage administration, AgentIntelligence is being developed with a proprietary agent data matrix independent of these systems. It is designed to synthesize a broader set of agent-level signals, including career stage, brokerage affiliation, team participation, market presence, public performance indicators, online footprint, and promotional behavior, into continuously updated agent profiles.
AgentIntelligence is envisioned as an execution platform, moving beyond traditional agent data tools that provide static records. It will employ AI-driven outreach via text, email, and direct mail to generate inbound recruiting conversations for teams and brokerages. Identity resolution, prioritization, messaging, and compliance controls are integrated into a single intelligence layer. Mike Nicklas, CTO of Humaniz, noted, “Proprietary data only creates leverage when it’s activated correctly. AgentIntelligence is being built to move recruiting from brute-force guesswork to precision execution.”
The 2026 roadmap also includes plans to expand Humaniz’s offerings into a broader recruiting ecosystem. Planned initiatives feature a Humaniz-powered agent job board to connect agents with growth opportunities, AI-driven recruiting communication coordinated directly from AgentIntelligence, done-for-you recruiting execution managed by Humaniz systems for outreach and appointment setting, and direct mail activation integrated with digital intelligence for multi-channel strategies. These initiatives aim to unify fragmented recruiting tools into an intelligence-driven workflow.
Humaniz will host a webinar titled “Inside AgentIntelligence: Proprietary Agent Data, Predictive Signals, and AI Recruiting Execution” on Thursday, February 19 at 1:00 PM CT. The session will offer a preview of the platform’s vision, data architecture, and 2026 roadmap, followed by a Q&A with the Humaniz executive team. Registration details are available at https://bit.ly/agentintelevent.
Humaniz is an AI-powered recruiting platform for modern real estate teams and brokerages. The platform originated from internal tools developed by its founders, who scaled their own team from two to over 200 agents in just over two years. To date, Humaniz has facilitated over 50,000 agent introductions and contributed to more than $5 billion in closed transactions for hundreds of teams and brokerages nationwide. The company is currently developing AgentIntelligence to leverage agent-level data beyond MLS-dependent tools.
