AI-Native Liquidity Provision
P&Q Analytics develops autonomous quoting, hedging, and risk agents for vanilla and exotic options. Our systems learn continuously from live markets to deliver competitive pricing and resilient liquidity.
Who We Are
P&Q Analytics brings together deep expertise across AI, quantitative options, and trading technology.
Our team includes professionals with more than 20 years of hands-on options trading experience at leading firms, with proven strengths in options trading, risk, and live market execution.
Nearly all of our team hold PhDs. Our researchers come from AI and machine learning, while our engineers build fast, reliable trading and analytics systems for live production use.
What We Do
Our pricing agents continuously generate competitive two-way quotes that adapt as market conditions change.
Our hedging agents manage risk in real time, executing efficiently while keeping cost and exposure in balance.
Our risk agents run around the clock, holding positions within set limits and responding automatically when markets become stressed.
Platform
A single production system that brings our infrastructure, agents, and human oversight together.
Fast, reliable market connectivity and dependable systems.
Engineered for speed, stability, and continuous uptime.
Pricing, hedging, and risk agents work together in real time.
Every decision stays consistent, controlled, and reviewable.
Operators watch the agents through clear, real-time dashboards.
People stay in control, with full visibility and override at any time.
Market Impact
Better execution, dependable liquidity, and disciplined risk control.
Work With Us
We're hiring across commercial and engineering — to grow our client base and build the agents behind our trading stack.