Wisdom Pivot: AI Trading with Math Guardrails

The Problem Pure LLM-driven trading agents lack financial boundaries. A single hallucinated trade can cause catastrophic liquidations. Traditional quants are safe but blind to viral events. Meanwhile, most AI projects remain local scripts lacking the industrial CI/CD required for real capital. The Solution Wisdom Pivot Agent is an institutional-grade, AI-first trading system bridging AGI and capital markets via a "Dual-Layer" architecture: 1. Cognitive Layer: AI autonomously analyzes macroeconomics and sentiment to generate signals. 2. Execution Layer: A deterministic Python Risk Engine intercepts and routes orders to Kraken. Philosophy: Let AI do the thinking; let hard-coded math do the blocking. Core Innovations - Math Guardrails: AI signals are clamped. If an LLM exceeds the "Max Daily Cost Ratio" or order book toxicity is high, it triggers a "Hard Block". - DevOps Sandbox: A robust Linux Systemd CI/CD pipeline with Bash hot-reloads enables sub-second parameter rollbacks between Experimental and Live environments. - Continuous Governance: A background tuning daemon optimizes hyperparameters and outputs auditable JSON reports without interrupting live trading. Business Model Targeting the "Missing Middle" (family offices/mid-sized funds) via B2B Enterprise Licensing for our Risk Engine and a Proprietary Trading pool. We are raising Pre-Seed capital to scale AWS multi-region nodes for low-latency FIX streaming.