FAQ: Frequently Asked Questions

Q: What exactly is TEA? Is it a bot?
TEA is not a bot. It is a multi-agent AI execution infrastructure combining an LLM analysis agent,
deterministic liquidity engine, execution agent, and journaling engine.

Q: Who is TEA for?
Retail traders, prop-firm traders, and institutional discretionary desks—all of whom face execution
variance.

Q: Is this your personal trading tool scaled up?
No. TEA solves an industry-wide execution gap identified across retail, prop, and institutional
segments.

Q: How do you avoid the appearance of a retail bot?
By positioning TEA as AI execution infrastructure with local GPU inference, compliance logging, and
government validation.

Q: What makes TEA unique?
Hybrid LLM+deterministic design, patent-pending architecture, ISC validation, local multi-GPU
execution, full journaling, and real live trading proof.

Q: What evidence shows TEA works?
48-hour autonomous live test: 37 trades executed with zero rule violations and full multi-session
coverage.

Q: Tell us more about ISC validation.
Accepted into the Government of Canada’s ISC Testing Stream under TS12 AI challenge. Passed
Stage 1 and 2.

Q: How do you prevent hallucinations?
Deterministic Liquidity Engine rejects invalid setups; Execution Agent enforces strict rules.

Q: What is TEA’s moat?
Patent, ISC validation, hybrid architecture, local inference, end-to-end pipeline, multi-sector
applicability.

Q: How big is the market?
Multi-billion-dollar algo + discretionary automation market, serving retail, prop firms, and institutional
desks.

Q: How will you monetize?
SaaS, institutional licensing, hardware, white-label, and rev-share.

Q: Why raise now?
System is live and validated; ISC creates institutional pathway; valuation step-up expected.

Q: What is your competitive timeline advantage?
Competitors would need years to replicate GPU, LLM, execution, journaling, and compliance stack.

Q: What’s the long-term vision?
TEA becomes the execution layer for modern markets and broader enterprise AI decision systems.

Q: What risks do you see?
Low execution risk; diversified market reduces risk; regulatory risk mitigated by focusing on execution
automation.

Q: Why you?
Cross-disciplinary mix of AI, GPU engineering, trading structure knowledge, and validated technology.

Q: Why will TEA win?
TEA solves the universal execution problem across all day-trading environments.