Abstract
This disclosure describes a novel approach to enterprise business automation through a catalog-based AI agent deployment system combined with intelligent backend orchestration that eliminates manual technical configuration requirements.
The disclosed system introduces a revolutionary "Cognitive Assembly Line" architecture comprising four specialized AI agents working in sequence with automatic self-correction capabilities, combined with three Intelligence Adaptive Orchestrators (IAOs) that provide enterprise context awareness.
Key technical innovations include: (1) Sequential processing through four specialized agents with self-correction loops, (2) Intelligent OIA routing based on function requirements, (3) Cost-optimized hybrid architecture using local VRAM infrastructure, (4) Zero-configuration deployment for non-technical users, and (5) Universal enterprise system integration without manual API management.
Unlike existing node-based platforms requiring manual configuration and API management, this system provides complete automation intelligence with enterprise context awareness and automatic quality control, enabling SMB businesses to deploy sophisticated AI solutions through simple catalog selection.
Creative Commons License
This work is licensed under a Creative Commons Attribution-Noncommercial-No Derivative Works 4.0 License.
Recommended Citation
ANGERIZ SILVANO, ADRIAN, "Multi-Agent Orchestration System with Self-Correcting Cognitive Assembly Line for Enterprise AI Automation", Technical Disclosure Commons, (July 28, 2025)
https://www.tdcommons.org/dpubs_series/8398