Research that
moves markets
Our research division builds the intelligence backbone of Zien — combining spatial AI, forecasting systems, and autonomous workflows to set a new bar for real estate velocity.
What we build
Multi-layer vision models that convert raw imagery into renovation ROI, layout intelligence, and quality scoring.
Predictive engines that model price momentum, liquidity risk, and absorption velocity across neighborhoods.
AI agents that execute listing workflows, personalization, and outreach in real time with human-level finesse.
Latest research drops
Velocity Index 2026
A comparative analysis of listing velocity and pricing momentum across top U.S. metros.
Request AccessSpatial ROI Benchmark
How visual intelligence predicts renovation ROI with 94% accuracy.
Request AccessAutonomous Lead Orchestration
Sequencing AI workflows that triple response rates for broker teams.
Request AccessFrom signal to strategy
Signal Capture
Harvest MLS, social, and spatial signals with proprietary normalization.
Model Synthesis
Train unified models that blend pricing, imagery, and intent data.
Decision Layer
Score opportunities with scenario forecasts and adaptive risk curves.
Autonomous Output
Activate playbooks for listings, content, and outreach instantly.
Collaborate with Zien Labs
We partner with brokerages, developers, and data providers to co-build the next generation of real estate intelligence.