How I made a UiPath AI agent 15𝐱 𝐟𝐚𝐬𝐭𝐞𝐫 and cut decision costs to $0.00003. ⚡ TypeSafe's Jev cannot write a single word of text. 🛑 Yet it might be the most important model for enterprise automation. Here is what happened when we plugged it into a UiPath Coded Agent: ⚡ --- THE PROBLEM ☕ Traditional LLMs like GPT are great writers, but terrible judges: • They take 6+ seconds per decision • They cost a fortune at enterprise scale • They cannot give you calibrated mathematical confidence --- THE FIX: "THE SPLIT ARCHITECTURE" 🧩 We built an Anti-Money Laundering (AML) triage agent with a clean division of labor: 1️⃣ UiPath LLM Gateway reads the alert and pulls out facts. 2️⃣ @typesafeai AI Jev judges 7 compliance questions in 398 ms for $0.00003. 3️⃣ UiPath LLM Gateway writes an audit rationale with real evidence quotes. --- THE REAL CLOUD RUN NUMBERS 📊 On actual UiPath Orchestrator serverless runs: • 𝐉𝐞𝐯 Decider: 591 ms | $0.000034 • LLM Decider: 5,299 ms | 0.2 platform units -> Jev was 9.13x faster on live cloud runs (15.5x median in benchmarks). --- THE REAL MAGIC: THE CONFIDENCE GATE 💡 When Jev is right, confidence is 0.89 to 1.00. When Jev is unsure on ambiguous alerts, confidence drops to 0.31. By setting a threshold at 0.50: 🟢 Greater than or equal to 0.50 -> Auto-Dispose: Handled instantly with zero touch. 🟡 Below 0.50 -> Human Review: Routed safely to compliance analysts. 100% of correct decisions pass through, and zero errors slip by. 🛡️ --- The complete agent code: The Youtube Video: Are you still asking generative LLMs to make your business decisions? 👇 @UiPath #UiPath# #Jev# #AIAgents# #EnterpriseAI# #LangGraph# #Python# #FinTech# #1AIFanatic# #CodedAgents#