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— AIエージェント実行基盤の技術詳細

ERP+SCM+CRM を単一アーキテクチャに内包するエージェント実行基盤

ERP+SCM+CRM を単一アーキテクチャに内包するエージェント実行基盤

Technical Impact

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Clean Architecture + CQRS + Event Sourcing — unified ERP architecture

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THEMIS (Nava+Compass) — AI agent generation, development, and behavioral governance

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ELYSION⊃ARTHEA+PROMETIA — three-tier ecosystem and industry vertical adaptation

System Architecture

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System Architecture

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AI Agent Execution Platform Architecture

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Clean Architecture + CQRS Core

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Active Platform Modules

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Under Construction — ERP+SCM+CRM Integrated Domains

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Agent Execution Engine

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Module Capabilities

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Multi-Agent Coordination — Task Paths Between Role-Specific Agents

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THEMIS Agent Generation — Nava + Compass Interface

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ELYSION⊃ARTHEA+PROMETIA — Three-Tier Ecosystem Integration

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THEMIS (Nava+Compass) — AI Employee Generation, Development, and Behavioral Governance

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Single Data Foundation + Event Sourcing (Automatic Audit Trails)

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Unified management of core ERP, SCM, and CRM in a single architecture

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AI-driven business delegation engine (multi-agent orchestration)

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Event Sourcing — automatic generation of work logs and audit trails

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Industry Verticals — process templates for manufacturing, distribution, finance, and public sector

  1. Phase 1: Core Platform (Design & Under Construction)

  2. Phase 2: Agent Execution

  3. Phase 3: Vertical Expansion

Evolution of the AI Agent Execution Platform

Staged delivery — from core platform to agent execution and vertical expansion

— Technical Details of the AI Agent Execution Platform

An agent execution platform embedding ERP+SCM+CRM in a single architecture

Integrated AI Agent Execution Platform — ERP+SCM+CRM in a Single Architecture

An integrated ERP platform built on Clean Architecture + CQRS + Event Sourcing. Unifies sales (CRM), procurement and logistics (SCM), and HR/finance (core ERP) on a single data foundation, with autonomous AI agents executing business processes. AI employees generated by the THEMIS engine (Nava+Compass) operate under Arthea's rules.

Arthea is the business execution layer within the ELYSION⊃ARTHEA+PROMETIA three-tier ecosystem. Built on Clean Architecture + CQRS + Event Sourcing, it embeds core ERP (finance, accounting, HR), SCM (procurement, manufacturing, logistics, inventory), and CRM/SFA (sales, order management, customer management) in a single data foundation. AI agents generated and developed through THEMIS (Nava = personal reflection, Compass = quantitative accumulation of role-specific behavior patterns) operate autonomously under business rules, while humans provide judgment and direction at key points via human-on-the-loop design. Industry vertical adaptation for manufacturing, distribution, finance, and public infrastructure, plus automatic SCM linkage of PROMETIA development outcomes, deliver SAP-class process coverage on a proprietary architecture. Under staged delivery (core platform → agent execution → vertical expansion).

biologicalMetaphor

AI Agent Execution Platform

businessRequirements

id unified-erp-architecture

title Unified ERP Architecture Design

description Robust design via Clean Architecture + CQRS + Event Sourcing. Embeds core ERP (finance, accounting, HR), SCM (procurement, manufacturing, logistics, inventory), and CRM/SFA (sales, order management, customer management) in a single data foundation. Achieves SAP S/4HANA-class business process coverage on a proprietary architecture.

priority high

metrics Design consistency via Clean Architecture + CQRS + Event Sourcing Single data foundation integrating core ERP / SCM / CRM SAP-class business process coverage specification id agent-execution-platform

title AI Agent Execution Platform

description An execution platform where each business domain (legal, finance, sales, etc.) functions as an autonomous AI agent. Agents are generated and developed by THEMIS (Nava+Compass) and operate under Arthea's business rules. Human-on-the-loop design keeps humans focused on key judgments and direction.

priority high

metrics Agent generation and development via THEMIS (Nava+Compass) Autonomous operation under business rules Human-on-the-loop decision point design id ecosystem-data-integration

title Ecosystem Data Integration

description Contained within ELYSION (top-level framework) and auto-linked with PROMETIA in the development domain. PROMETIA project outcomes automatically feed into Arthea's SCM. Single registration unlocks full ecosystem capabilities.

priority high

metrics ELYSION⊃ARTHEA+PROMETIA three-tier ecosystem integration Automatic SCM linkage of PROMETIA development outcomes Cross-cutting capabilities via single registration

useCases

id strategy-execution

title Strategic Planning & Execution

description End-to-end management support from market analysis to strategy execution

stakeholders Executive Management Strategy Officer Analyst

benefits Market analysis automation Business plan optimization Strategy execution monitoring

scenario Support new market entry decisions through agent coordination

challenges Market data dispersion Analysis effort Decision delays

solutions AI-driven market analysis Real-time competitor monitoring Automated strategy simulation id sales-optimization

title Sales Process Optimization

description End-to-end sales automation from lead management to closing

stakeholders Sales Director Sales Representative Marketing

benefits Integrated CRM/SFA process execution Automatic deal progress updates Sales cycle reduction

scenario CRM agents autonomously progress from prospect to close

challenges Sales info siloing Progress complexity Lost opportunities

solutions AI sales assistant Auto-proposal generation Real-time progress management id legal-compliance

title Legal Risk Management

description Automated contract review and compliance monitoring

stakeholders Legal Officer Compliance Officer Audit Department

benefits Contract review time reduction Higher-precision risk detection Automatic audit trail generation

scenario Legal agents autonomously execute contract review and risk assessment

challenges Contract review effort Risk oversight Regulatory changes

solutions AI contract analysis Automated risk evaluation Real-time regulatory monitoring

businessValue

roiTimeframe Evaluated per staged delivery phase

metrics name Business integration via single data foundation

improvement End-to-end

baseline Data silos across multiple systems

description Embeds ERP+SCM+CRM in a single architecture, eliminating cross-department data fragmentation name Business process execution by AI agents

improvement Autonomous execution

baseline Manual business process management

description THEMIS-generated agents autonomously execute processes under business rules name Automatic audit trail generation

improvement Auto-accumulation

baseline Manual audit trail management

description Event Sourcing automatically generates work logs and audit trails

costReduction Operational load reduction via silo elimination and process automation (quantitative evaluation in design phase)

productivityGains Human-on-the-loop design keeps humans focused on key judgments and direction

competitiveAdvantages SAP-class business process coverage on a proprietary architecture Business process automation via multi-agent autonomous coordination ELYSION⊃ARTHEA+PROMETIA three-tier ecosystem integration AI agent generation, development, and behavioral governance via THEMIS

roiMetrics initialInvestment Pricing under review (not published)

annualSavings To be evaluated in design phase

paybackPeriod To be evaluated after staged delivery

stakeholders

role Architect / Technical Lead

persona Integrated architecture designer

needs Clean Architecture alignment CQRS/ES consistency Ecosystem integration

benefits Single data foundation Event-driven traceability ELYSION/PROMETIA integration

workflows Architecture review Domain boundary design Integration specification role IT Directors

persona System integration managers

needs System integration Operations monitoring Security management

benefits Operational efficiency Integration simplification Monitoring optimization

workflows System design Operations monitoring Security management role Audit & Compliance

persona Risk management specialists

needs Internal controls Risk management Audit response

benefits Automatic audit trail generation Risk visualization Event-driven tracking

workflows Audit planning Risk assessment Compliance inspection

technicalArchitecture

overview Integrated AI agent execution platform built on Clean Architecture + CQRS + Event Sourcing. Embeds ERP+SCM+CRM in a single data foundation with THEMIS-generated agents executing business processes.

components name Domain Layer

description Core of core ERP / SCM / CRM domain models and business rules

technology Domain Models Value Objects Aggregates Domain Events

icon fas fa-layer-group

details Entities Value objects Domain services Zero external dependencies name Application Layer

description Use-case implementation via Commands / Queries / Handlers (CQRS)

technology CQRS Command Handlers Query Handlers Event Handlers

icon fas fa-cogs

details Business commands Read queries Agent task execution Approval flows name Infrastructure Layer

description Event store / single data foundation / auth integration

technology Event Sourcing Single data foundation ELYSION Auth

icon fas fa-database

details Event store Read-model projection Tenant isolation name Agent Execution Layer

description Runtime and orchestration for THEMIS-generated agents

technology Multi-agent THEMIS Nava Compass

icon fas fa-robot

details Agent generation Role-based coordination Human-on-the-loop name Interface Layer

description API / dashboard (work-log review and approval)

technology REST/GraphQL API Dashboard UI

icon fas fa-desktop

details Work-log review Approval UI Co-editing name Ecosystem Integration

description ELYSION⊃ARTHEA+PROMETIA three-tier ecosystem linkage

technology ELYSION PROMETIA THEMIS

icon fas fa-project-diagram

details Single registration SCM auto-linkage Agent behavioral norms

integrations ELYSION — top-level framework (auth, portal, ecosystem orchestration) PROMETIA — automatic SCM linkage of development project outcomes THEMIS — AI agent generation and development via Nava+Compass ARIA — conceptual integration with quality and knowledge-acquisition mechanisms

patterns Clean Architecture CQRS (Commands / Queries) Event Sourcing Multi-agent orchestration Human-on-the-loop

infrastructure Staged delivery (core ERP + agent execution platform first) Clean Architecture + CQRS + Event Sourcing ELYSION auth integration Industry vertical process templates

features

id multi-agent-orchestration

name Multi-Agent Orchestration

description Autonomous coordination of role-specific AI agents. Specialized agents in legal, finance, sales, and more collaborate and can adapt to unfamiliar work

category core

icon fas fa-sync-alt

technicalSpecs Role-specific agent coordination Cross-domain task handoff Gradual adaptation to unfamiliar work

benefits Autonomous execution per specialty Inter-agent collaboration Extensibility to new work

useCases Autonomous legal review Financial report draft generation Automated sales process progression id delegation-engine

name Business Delegation Engine

description AI agents fully automate file creation, data updates, and reporting. Dashboards become a place for work-log review and human approval

category core

icon fas fa-cogs

technicalSpecs Delegated file and data updates Automatic work-log recording Approval workflow

benefits Automation of routine work Automatic audit trail accumulation Humans focus on judgment and approval

useCases Automatic report drafts Delegated master updates Automatic approval requests id vertical-adaptation

name Industry Vertical Adaptation

description Customizable process templates for manufacturing, distribution, finance, public infrastructure, and more

category platform

icon fas fa-industry

technicalSpecs Industry process templates Standard process customization Staged business expansion

benefits Industry-specific templates Reusable standard processes Staged business expansion

useCases Manufacturing procurement-production linkage Distribution inventory-logistics optimization Finance and public governance strengthening id themis-agent-generation

name THEMIS Agent Generation

description Through THEMIS composed of Nava (personal reflection) and Compass (quantitative accumulation of role-specific behavior patterns), users generate and develop AI employees specialized for their own operations

category ai-agent

icon fas fa-user-plus

technicalSpecs Nava — agent individuality from personal reflection Compass — quantitative accumulation of role-specific behavior Business-specialized AI employee development loop

benefits AI employees specialized for your operations Controllable generation of behavioral norms Continuous development and improvement

useCases Role-specific AI employee generation Quantitative behavioral feedback Staged agent development

deployment

type cloud

name Cloud

description Staged cloud delivery (design phase)

requirements Cloud contract Network configuration

benefits Rapid onboarding Scalability Operations automation type hybrid

name Hybrid

description On-premises and cloud combination (design phase)

requirements Existing infrastructure Hybrid design

benefits Leverage existing assets Phased migration Risk diversification

successFactors

Clean Architecture + CQRS + Event Sourcing ensuring maintainability and traceability THEMIS (Nava+Compass) enabling controllable AI agent generation and development ELYSION⊃ARTHEA+PROMETIA three-tier ecosystem integration SAP-class process coverage via proprietary architecture with staged delivery