Sharper research
Faster execution
Lasting edge
Arcedge is an algorithmic trading firm focused on digital asset markets.
We build proprietary systems for quantitative research, automated execution, and on-chain infrastructure.
What we do
We build systematic trading infrastructure at the intersection of quantitative research, automated execution, applied AI, and industrial-grade data systems. Our work focuses on turning complex market and information flows into reliable decision-making pipelines, with every component designed for speed, resilience, and measurable edge in production.
Quantitative Research
We develop data-driven trading strategies grounded in market microstructure, statistical analysis, and execution-aware modeling. Every hypothesis is tested against real market conditions — fees, slippage, liquidity — before it goes live.
Automated Execution
Our proprietary execution layer handles the full path from signal to fill. We build low-latency systems that interact directly with exchanges and on-chain protocols, optimizing every trade for speed and cost.
Applied AI
We apply machine learning and large language models to extract signals from unstructured data — social feeds, on-chain activity, content streams. Our AI systems augment research and generate edges that traditional quant methods miss.
Infrastructure & Data
We build and maintain the backbone that powers everything — high-throughput data pipelines, node infrastructure, real-time monitoring, and the tooling that keeps our systems reliable around the clock. Clean data in, fast decisions out.
Where we trade
How we operate
Evidence over conviction
Strategies live and die by the data. We kill underperformers fast — no sunk-cost bias, no narrative-driven trading. Every position has a measurable thesis and a kill criterion defined before it goes live.
Latency-first engineering
Bottlenecks are surfaced and addressed before they hit production. We design for the constraint — whether it’s exchange throttles, network jitter, or capital efficiency — rather than around it.
Continuous adaptation
Edge decays. Markets shift. Our research pipeline is built to retire and replace strategies on a rolling basis, not to defend legacy models.
Operational transparency
Internal communication is direct and flat. Issues escalate in hours, not weeks. Partners get the same clarity — straight numbers, no spin.