Skip to content

Repository files navigation

AHI-Organization (AHI-O)

Evolutionary AI-Native Organization Platform

Build • Operate • Evolve • Share • Commercialize


Overview

AHI-Organization (AHI-O) is the reference implementation and entity specification for all organizations in the Artificial Hybrid Intelligence (AHI) Ecosystem.

AHI-O provides a common architecture for building organizations that continuously evolve through collaboration between humans and artificial intelligence.

Unlike traditional ERP or AI platforms, AHI-O is designed around constitutional governance, evolutionary knowledge, organizational memory, expert thinking, reusable standards and precedent-driven evolution.

AHI-O is not a single ERP.

AHI-O is not a single AI.

AHI-O is not a workflow engine.

AHI-O is an Evolutionary Organization Platform.


Relationship inside AHI Ecosystem

AHI
│
├── Constitution
├── Standards
├── Specifications
├── Knowledge Model
├── DBRS Specification
├── DBV Specification
└── AHI-Core
        │
        ▼
AHI-Organization
        │
        ▼
Reference Implementation
        │
 ┌──────┴─────────────┐
 ▼                    ▼
AHI-O-ERE       AHI-O-DamLe
 ▼                    ▼
Own ERP          Own ERP
Own AI           Own AI
Own DBRS         Own DBRS
Own DBV          Own DBV
Own Experts      Own Experts

Vision

Create a new generation of organizations where:

  • Human and AI work together.
  • Knowledge continuously evolves.
  • Every organization owns its knowledge.
  • Organizations can share reusable standards.
  • Organizations remain independent while collaborating.
  • AI grows together with the organization.

Mission

Provide an open, extensible and evolutionary organizational platform that enables individuals, companies and communities to rapidly build AI-native organizations by integrating Open Source software, ERP systems, AI services and organizational knowledge.


Core Principles

AHI-O follows all principles defined by the AHI Constitution.

Additional organizational principles include:

  • Constitution First
  • Human Ownership
  • AI Assisted Decision
  • Evolution First
  • Inheritance First
  • Artifact First
  • Knowledge First
  • Current Best Version
  • Open Standards
  • Open APIs
  • Modular Architecture
  • Incremental Evolution

Organizational Philosophy

Organizations are living systems.

An organization continuously learns.

An organization continuously remembers.

An organization continuously improves.

An organization continuously evolves.

Technology serves the organization.

Knowledge survives technology.


Organizational Components

Each AHI-O consists of:

  • Organization Identity
  • Organization Constitution
  • Members
  • Ownership
  • Governance
  • Knowledge
  • Memory
  • Expert Thinking
  • ERP
  • AI
  • Workflow
  • Marketplace
  • Evolution Engine

Human + AI

Every AHI-O is operated by two complementary systems.

Human Organization

Responsible for:

  • Vision
  • Leadership
  • Ownership
  • Ethical decisions
  • Constitutional amendments

Artificial Intelligence

Responsible for:

  • Knowledge retrieval
  • Reasoning assistance
  • Workflow automation
  • Memory
  • Learning support
  • Recommendation
  • Analysis

AI never replaces organizational ownership.


Knowledge Architecture

Every organization owns two independent knowledge systems.

DBRS

Relational business knowledge.

Examples:

  • ERP
  • CRM
  • Sales
  • Finance
  • Inventory
  • HR
  • Manufacturing
  • Projects

DBV

Evolutionary knowledge.

Examples:

  • Organizational memory
  • Expert thinking
  • Lessons learned
  • Best practices
  • Decisions
  • Meeting knowledge
  • Research
  • Designs
  • Prompts
  • Standards
  • Specifications
  • Precedents

Evolution

AHI-O never assumes the organization is complete.

Everything may evolve.

Departments.

Processes.

Roles.

Policies.

Knowledge.

AI.

ERP.

Every component follows an evolutionary lifecycle.

Proposal
    ↓
Discussion
    ↓
Pilot
    ↓
Validation
    ↓
Voting
    ↓
Approved
    ↓
Precedent
    ↓
Standard
    ↓
Specification
    ↓
Artifact
    ↓
Implementation
    ↓
Evolution

Governance

Every AHI-O is constitutionally governed.

Every member owns defined voting rights.

Every important decision follows constitutional voting.

Typical examples:

Normal Decision

More than 50%

Constitution Amendment

Defined by organization constitution

Organization Dissolution

Defined by organization constitution

AHI Constitution defines the governance framework.

Each organization defines its implementation.


Ownership

AHI-O supports multiple owners.

Owners may include:

  • Individuals (AHI-P)
  • Organizations (AHI-O)

Ownership percentages determine constitutional voting power.

Ownership does not imply unrestricted control.

All governance follows constitutional rules.


Precedent-Driven Evolution

AHI-O adopts an evolutionary model inspired by precedent.

Organizations are encouraged to:

  • Reuse existing precedents.
  • Improve proven solutions.
  • Create new precedents when necessary.

Successful precedents may become standards.

Successful standards may become specifications.

Specifications may eventually influence future constitutional evolution.


Marketplace

AHI Marketplace enables organizations to publish:

  • Knowledge Packs
  • Expert Thinking Packs
  • Department Templates
  • AI Agents
  • Workflow Templates
  • ERP Extensions
  • Policies
  • Standards
  • Specifications
  • Skills
  • Memory Packs

Creators retain ownership according to marketplace rules.

Organizations may freely choose to reuse, extend or commercialize published artifacts according to their licenses.


Open Source First

AHI-O encourages rapid implementation by integrating mature Open Source projects.

Typical integrations include:

  • ERPNext
  • Odoo Community
  • n8n
  • Flowise
  • Open WebUI
  • FastAPI
  • PostgreSQL
  • Qdrant
  • Chroma
  • Ollama
  • Docker

Commercial services may be added without changing organizational architecture.


Reference Implementation

AHI-O serves as the reference implementation for every AHI organization.

Examples include:

  • AHI-O-ERE
  • AHI-O-DamLe
  • AHI-O-Factory
  • AHI-O-Lab

Each organization inherits from this repository while maintaining independent governance, memory, knowledge and business operations.


Repository Structure

See:

  • docs/architecture/
  • docs/specifications/
  • docs/standards/
  • docs/examples/
  • docs/reference/

Current Status

Status:

Reference Implementation

Version:

Gen1

Evolution Stage:

Bootstrap


License

See LICENSE.


References

  • AHI Constitution
  • AHI Standards
  • AHI Specifications
  • AHI-Core

About

AHI-Organization (AHI-O) is the organizational platform of the Artificial Hybrid Intelligence (AHI) Ecosystem for building, governing, operating and commercializing AI-native organizations using Open Source, ERP, Multi-Agent AI and SaaS.

Topics

Resources

Stars

0 stars

Watchers

0 watching

Forks

Releases

Packages

Contributors