Agent Routing System for SMEs, Pharmacies & Service Providers (DE/EU) — Low-Tech-Compatible Multi-Agent Orchestration Blueprint

Description: This specification defines a complete multi-agent orchestration architecture for small and medium enterprises, pharmacies, and service providers operating within DE/EU regulatory frameworks. The system is designed to run on commodity hardware without cloud, DevOps, or enterprise IT dependencies. Core components: trigger layer (email/calendar/file/manual), rule-based router with optional Bayesian scoring, typed agent registry (12 agents with formal I/O schemas, constraints, and privacy flags), state-machine workflow orchestrator, and a dashboard-first UI for non-technical operators. All final decisions require human approval (human-in-the-loop by design). Key capability: systematic coupling of enterprises with research institutions via anonymized contact packets, NDA templates, and funding opportunity matching — enabling structured knowledge transfer without exposing confidential business data. Includes: system architecture, data models (YAML), 12 agent definitions, 3 agent constellation configurations, 3 end-to-end demo scenarios, dashboard UX specification, GDPR-compliant security/privacy design, and a phased implementation roadmap (MVP → v1 → v2). Optional modules for Bayesian routing and Monte Carlo risk simulation are specified with clean interfaces. All configurations are implementation-ready and technology-stack-agnostic at the specification level. Keywords: multi-agent systems, agent orchestration, SME digitalization, research-industry coupling, human-in-the-loop, GDPR compliance, low-tech AI, workflow automation, knowledge transfer, regulatory compliance

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-02-14
DOI
https://doi.org/10.5281/zenodo.18644441
Primary Topic
Multi-Agent Systems and Negotiation
Type
article
Field-Weighted Citation Impact
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article

Agent Routing System for SMEs, Pharmacies & Service Providers (DE/EU) — Low-Tech-Compatible Multi-Agent Orchestration Blueprint

W. H. Brueckner
Zenodo (CERN European Organization for Nuclear Research)
Multi-Agent Systems and Negotiation
article

Agent Routing System for SMEs, Pharmacies & Service Providers (DE/EU) — Low-Tech-Compatible Multi-Agent Orchestration Blueprint

W. H. Brueckner
article en

Abstract

Description: This specification defines a complete multi-agent orchestration architecture for small and medium enterprises, pharmacies, and service providers operating within DE/EU regulatory frameworks. The system is designed to run on commodity hardware without cloud, DevOps, or enterprise IT dependencies. Core components: trigger layer (email/calendar/file/manual), rule-based router with optional Bayesian scoring, typed agent registry (12 agents with formal I/O schemas, constraints, and privacy flags), state-machine workflow orchestrator, and a dashboard-first UI for non-technical operators. All final decisions require human approval (human-in-the-loop by design). Key capability: systematic coupling of enterprises with research institutions via anonymized contact packets, NDA templates, and funding opportunity matching — enabling structured knowledge transfer without exposing confidential business data. Includes: system architecture, data models (YAML), 12 agent definitions, 3 agent constellation configurations, 3 end-to-end demo scenarios, dashboard UX specification, GDPR-compliant security/privacy design, and a phased implementation roadmap (MVP → v1 → v2). Optional modules for Bayesian routing and Monte Carlo risk simulation are specified with clean interfaces. All configurations are implementation-ready and technology-stack-agnostic at the specification level. Keywords: multi-agent systems, agent orchestration, SME digitalization, research-industry coupling, human-in-the-loop, GDPR compliance, low-tech AI, workflow automation, knowledge transfer, regulatory compliance

Zenodo (CERN European Organization for Nuclear Research)
Industry, innovation and infrastructure
Openalex Percentile: Top 57%
Multi-Agent Systems and Negotiation
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