KREO_ONE

KreO.One — Fiscal Shield (Zero-Hallucination Invoicing Agent) Host Platform: Production ERP SaaS for SMBs (Laravel + Filament core). Hackathon Scope (This Repo + Live Demo at Https://factura.kreo.lat): Independent Python AI microservice enforcing deterministic grounding over Meta Muse Spark 1.3 through native function calling. Guardrail: Planner builds drafts solely via structured tool calls; Verifier blocks any figure missing a traceable tool_call_id, validating in integer cents. Live Evaluation: conversational wizard, real-time invoice, and a built-in 20-case suite with live p95.