Noise hides structure,
Computation reveals it.
Financial markets generate vast amounts of data every second. Most analytical platforms try to tame it with predefined frameworks, fixed time horizons, and consensus assumptions, pressing the same template onto every asset.
But no two assets are priced the same way. Each has its own valuation DNA: the specific combination of metrics, relationships, and time horizons that best explains how the market prices it. HedgeHammer discovers that structure computationally.
From that structure, HedgeHammer continuously scans global markets to surface relative mispricing across tens of thousands of assets.
A Computational Approach to Markets
HedgeHammer operates as a large-scale computational model, evaluating tens of thousands of assets in parallel. By computing valuation, volatility, and market-structure signals together rather than one at a time, it surfaces patterns and dislocations that non-computational analysis simply cannot discover.
Adaptive Simulation
Simulation-based models explore how markets could evolve, mapping adaptive trajectories and structural risk instead of assuming a single fixed path.
High-Performance Computation
A distributed architecture built for high-throughput, large-scale analysis across global markets — computation at breadth and depth, not millisecond trading.
Global Coverage
A unified data pipeline spanning 100+ exchanges and tens of thousands of stocks, ETFs, and funds worldwide.
Valuation Discovery
For each asset, the engine searches across metrics, relationships, and time horizons to find the structure that best explains its market price — its valuation DNA.
The Company Behind HedgeHammer
KOZUCI Inc. is a financial technology company in Yokohama, Japan, with roots in simulation-grade software engineering. HedgeHammer grew out of an unusual premise: that the computational techniques behind high-end computer graphics and real-time simulation — massively parallel, physically grounded, built to model complex systems — could be turned on the analysis of global financial markets.
At KOZUCI, we envision markets that are transparent, efficient, and accessible — where the barrier between raw data and actionable intelligence dissolves through computation. We are building the infrastructure to make that possible.
