The lab behind every product we ship
We don't separate research from product. Our research teams sit inside the same engineering org that ships to production — every finding here is built to move from lab to live system in weeks, not years.
Where our research is concentrated
Artificial Intelligence
Foundational AI research applied to production systems across the portfolio.
Machine Learning
Predictive models trained on real-world, high-velocity data streams.
Multi-Agent Systems
Coordinated autonomous agents that reason, plan, and act together.
Computer Vision
Visual intelligence for product design, inspection, and real-time analysis.
Trading Intelligence
Quantitative models and execution systems built for market microstructure.
Crypto & Exchange Systems
Order matching, liquidity, and custody research for digital asset markets.
Architecture AI
Generative design and spatial reasoning for the built environment.
Automation
Intelligent pipelines that remove manual work from every workflow we ship.
Enterprise Software
Applied research into the systems large organizations run their business on.
Research with a production deadline
Every research initiative at Step Dragon is scoped against a real product surface — a trading model feeding NeuroTrade, a vision model feeding ArchiLovers' floor-plan tools, a multi-agent system coordinating HTG Exchange's live markets. Nothing stays a paper for long.