Trading Agent DevelopmentThe agent decides. Automated execution.
We build intelligent trading agents: the agent itself is an AI model that makes the trading decisions, while ML models detect the trends and patterns it acts on. From strategy research and backtesting to live execution, our plugin-based architecture adapts to equities, futures, crypto, and FX markets. Delivered as a fixed-scope B2B project or a funded MVP, with the models, the execution stack and the code handed to your desk.
Agents that run unattended
Execution agents manage sizing, entry and exit timing across every session with nobody at the desk, and log the reasoning behind each decision for later review.
Backtests you can trust
Simulation runs at tick level with modelled slippage, full transaction costs and more than ten years of multi-venue data, so a curve that looks good in research still looks like itself in production.
Limits the agent cannot cross
Drawdown ceilings, exposure caps and pre-trade checks are enforced outside the strategy code, so a model change can never quietly widen the risk the desk is carrying.
What We Deliver
Everything between a market feed and a filled order, from signal research and model training to execution routing and the risk limits the agent is never allowed to cross.
Custom Model Engine
LSTM, transformer, and reinforcement-learning models trained on your strategy's signal universe and target asset class.
Agent-Driven Decision Layer
Signal aggregation, dynamic weighting, and regime detection performed by the agent itself rather than a fixed rule set.
Plugin-Based Architecture
Modular strategy components such as indicators, models, risk engines, and execution adapters, swappable without downtime or strategy interruption.
Agent-Driven Execution
Autonomous 24/7 execution agents managing position sizing, entry/exit timing, and slippage minimization across all market sessions.
High-Fidelity Backtesting
Tick-level simulation with realistic slippage modeling, full transaction cost accounting, and 10+ years of multi-venue historical data.
Risk & Compliance
Pre-trade risk checks, dynamic drawdown controls, position limits, and automated reporting for SEC, FINRA, and MiFID II.
Who Uses It
Tailored for every industry, team size, and engagement model.
Proprietary Trading Firms
Automate discretionary strategies into fully systematic pipelines with sub-millisecond execution latency and complete audit trails.
Crypto Investment Desks
24/7 autonomous agents operating across multiple CEX and DEX venues with real-time rebalancing and cross-venue arbitrage logic.
Hedge Funds & Family Offices
Agent-driven strategy research with comprehensive backtesting, live performance attribution, and institutional-grade monitoring dashboards.
FX & Futures Desks
Ultra-low latency execution via FIX protocol, co-location advisory, and smart order routing across primary and dark liquidity venues.
How We Work
A proven process for delivering results
Analyze Requirements
We analyze your requirements, constraints, and goals to define the optimal approach.
Design Architecture
Detailed technical specification, system architecture, and a project roadmap you can hold us to.
Build Prototype / MVP
Iterative development with regular checkpoints, a running demo environment, and transparent communication.
Integrate Hardware & Software
Firmware, devices, APIs, and platforms are brought together and validated as one system, on real hardware wherever it exists.
Deploy Securely
Hardened deployment with monitoring, backups, and documentation, all quality-assured before it carries production traffic.
Maintain & Improve
Ongoing monitoring, updates, and feature evolution, so the system keeps earning its place after go-live.