Trading like a firm.
Engineering like a lab.
Asara is an AI-first proprietary trading and software firm. Caspian is our AI-native strategy development engine, built to discover, evaluate, and execute trading strategies in prediction markets with institutional discipline.
Caspian
An AI-native strategy engine for prediction markets: live trading, rigorous backtesting, Bayesian optimization for improving strategies, and a full history walkthrough dashboard that shows exactly why a strategy acted the way it did — trade by trade. Multi-market support across Kalshi and Polymarket, with more venues coming soon.
Backtest & optimize
Repeatable research and simulation, plus Bayesian optimization to systematically improve strategy parameters and execution choices.
Live trading service
Production-minded execution: routing, risk controls, and operational hygiene — designed for thin books and regime shifts.
Walkthrough clarity
A full history walkthrough dashboard to review each opportunity and decision with audit-friendly traceability.
If your firm is staffing prediction markets, Caspian compresses the path from “first hires” to “live desk.” Strategic partnerships and institutional conversations welcomed.
New Reality
Prediction markets are still young — which means the institutional playbook for algorithmic trading is being written right now. We operate at that frontier: market-structure rigor, systematic execution, and AI-driven strategy development, built to hold up under scrutiny.
Liquidity is a constraint
Thin books and fast repricings punish generic tooling. We build assuming discontinuities, sparse depth, and rapid regime shifts.
Operability is edge
Measurement gates, monitoring, and controlled rollouts separate a tradable desk from an experiment — especially in new markets.
AI must answer to measurement
AI accelerates discovery — but it only wins when paired with evaluation standards, promotion gates, and explicit go/no-go criteria.
Approach
- Clarity over spectacle: every claim ultimately cashes out as measurement, risk, and P&L logic.
- Speed with governance: iteration is fast, but promotion to production is gated and deliberate.
- Strategic discretion: detailed materials shared under NDA; demonstrations are scoped and purposeful.
If you’re building an internal desk, we’ll speak your language.
Research
Public research from Asara — the thinking behind how we build.
Clyde Greene
About Asara
Asara LLC is an AI-first software development and proprietary trading firm. We build systems the way a serious trading operation demands: reliable, measurable, and built for consequence.
Firm posture
Investment discipline, engineering rigor, and a bias toward execution.
Product posture
Caspian is a complete stack — not a prototype — designed for institutional scaling.
Engagement
Strategic collaborations and institutional pilots — handled professionally.
If you operate a systematic desk, market-making group, or event-risk strategy effort, we’ll make this easy: a short call, a clear fit decision, and — if relevant — NDA then demo.