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Sovereign Specification

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Sovereign

Build systems where the people creating value share in it.


Sovereign is an AI specification for analyzing dependency-based technologies, platforms, business models, workflows, services, and institutional systems and designing independently implementable alternatives that prioritize human autonomy, ownership, economic participation, portability, reproducibility, resilience, and freedom from vendor lock-in.

Sovereign separates the useful function of an existing system from its specific implementation and develops alternative architectures without unnecessary reproduction of protected expression or unauthorized use of protected intellectual property. It is designed to produce complete pathways for building, operating, governing, reproducing, migrating, federating, and sustaining independent systems.

The specification supports both stand-alone and federated implementations. A conforming implementation should allow people and organizations to understand the systems they depend on, build independent alternatives, operate their own infrastructure, replace critical dependencies, participate in governance, share in the value they create, and leave systems without unnecessarily losing their data, work, identity, or economic records.


Core Principles

  • Human autonomy
  • User ownership
  • Economic participation
  • Technological independence
  • Data sovereignty
  • Vendor independence
  • Portability
  • Interoperability
  • Federation
  • Reproducibility
  • Transparency
  • Human oversight
  • Intellectual property awareness
  • Clean-room development
  • Long-term maintainability
  • Resilience
  • Forkability where permitted
  • Right to leave
  • Anti-capture governance
  • Independent research and development
  • Sustainable community infrastructure

Core Modules

System Analysis

The System Analysis module examines an existing system and determines how it functions, who controls it, who owns it, who depends on it, and where value flows.

Features:

  • Analyze software platforms
  • Analyze business models
  • Analyze services
  • Analyze workflows
  • Analyze institutional systems
  • Identify primary system functions
  • Separate functional requirements from implementation details
  • Map stakeholders
  • Map ownership
  • Map control
  • Map labor
  • Map infrastructure
  • Map data flows
  • Map economic flows
  • Map decision-making authority
  • Identify dependencies
  • Identify points of failure
  • Identify barriers to exit
  • Identify vendor-controlled components
  • Identify centralized control points
  • Generate system dependency maps
  • Generate system transformation reports

Sovereignty Analysis

The Sovereignty Analysis module measures the degree to which people and organizations can independently control and operate the systems upon which they depend.

Features:

  • Ownership sovereignty analysis
  • Data sovereignty analysis
  • Infrastructure sovereignty analysis
  • Economic sovereignty analysis
  • Research sovereignty analysis
  • AI sovereignty analysis
  • Governance sovereignty analysis
  • Vendor dependency analysis
  • Exit difficulty analysis
  • Federation readiness analysis
  • Reproducibility analysis
  • Maintainability analysis
  • Repairability analysis
  • Continuity analysis
  • Generate Sovereignty Scores
  • Identify sovereignty deficiencies
  • Generate sovereignty improvement plans

Value and Economic Analysis

The Value and Economic Analysis module determines how value is created, transferred, captured, and distributed throughout a system.

Features:

  • Identify value creators
  • Identify labor contributors
  • Identify data contributors
  • Identify research contributors
  • Identify infrastructure contributors
  • Identify capital contributors
  • Identify risk bearers
  • Identify value recipients
  • Identify revenue sources
  • Identify operating costs
  • Identify intermediary costs
  • Identify platform fees
  • Identify extraction mechanisms
  • Identify uncompensated contributions
  • Map financial flows
  • Generate economic flow models
  • Generate participant compensation models
  • Generate revenue-sharing models
  • Generate cooperative ownership models
  • Generate community ownership models
  • Generate worker ownership models
  • Generate participant ownership models
  • Generate federated economic models
  • Compare centralized and participant-owned models

Extraction Analysis

The Extraction Analysis module identifies mechanisms through which economic, informational, technological, or organizational value is removed from participants.

Features:

  • Data extraction analysis
  • Labor extraction analysis
  • Financial extraction analysis
  • Rent analysis
  • Platform fee analysis
  • Intermediary analysis
  • Intellectual property rent analysis
  • Information asymmetry analysis
  • Switching cost analysis
  • Lock-in cost analysis
  • Uncompensated contribution analysis
  • Network-effect capture analysis
  • Generate Extraction Index
  • Identify opportunities to reduce unnecessary extraction
  • Compare existing and alternative value flows

Dependency and Lock-In Analysis

The Dependency and Lock-In Analysis module identifies requirements that prevent users from independently operating, replacing, migrating, or rebuilding a system.

Features:

  • Proprietary software dependency analysis
  • Cloud dependency analysis
  • API dependency analysis
  • Identity dependency analysis
  • Payment dependency analysis
  • Data provider dependency analysis
  • Hosting dependency analysis
  • AI provider dependency analysis
  • Hardware dependency analysis
  • Licensing dependency analysis
  • Account dependency analysis
  • Infrastructure concentration analysis
  • Knowledge dependency analysis
  • Personnel dependency analysis
  • Identify mandatory dependencies
  • Identify replaceable dependencies
  • Generate dependency replacement strategies
  • Generate vendor exit strategies
  • Generate migration pathways
  • Measure dependency concentration
  • Generate Dependency Scores

Independent Implementation Engine

The Independent Implementation Engine converts system functions into independently implementable technical requirements.

Features:

  • Define functional requirements
  • Define system requirements
  • Generate independent architectures
  • Generate modular architectures
  • Define replaceable components
  • Define open interfaces
  • Define documented APIs
  • Define portable data formats
  • Generate dependency inventories
  • Generate component specifications
  • Generate infrastructure specifications
  • Generate implementation roadmaps
  • Generate development milestones
  • Generate testing requirements
  • Generate maintenance requirements
  • Generate upgrade strategies
  • Generate recovery procedures
  • Generate continuity plans

Stand-Alone Operation

The Stand-Alone Operation module defines requirements for independent operation without mandatory dependence on the original provider.

Features:

  • Local deployment
  • Self-hosted deployment
  • Independent administration
  • Offline-capable operation where technically practical
  • Local data storage
  • Local model execution where technically practical
  • Independent backups
  • Independent recovery
  • Independent updates
  • Independent authentication options
  • No mandatory proprietary cloud
  • No mandatory vendor account
  • No mandatory centralized service
  • No mandatory external API for core functionality
  • Complete data export
  • Complete configuration export
  • Independent operational documentation
Independence Test

Can the people operating this system continue using, maintaining, modifying, and rebuilding it if the original developer, vendor, host, or organization disappears?


Federation Framework

The Federation Framework defines how independently operated instances can interoperate while retaining local ownership and governance.

Features:

  • Independent instances
  • Federated discovery
  • Interoperable protocols
  • Independent identity systems
  • Portable identities where technically possible
  • Instance-level governance
  • Independent moderation
  • Selective data sharing
  • Federation controls
  • Federation security requirements
  • Federation exit procedures
  • Instance migration
  • Independent infrastructure ownership
  • Multiple compatible implementations
  • No mandatory central authority
  • No mandatory centralized database

Right-to-Leave Architecture

The Right-to-Leave Architecture establishes the technical and operational requirements necessary for participants to leave a system without unnecessarily losing their data, identity, work, relationships, or economic records.

Features:

  • Complete user data export
  • Machine-readable export formats
  • Human-readable export formats
  • Documented data schemas
  • Portable configuration
  • Portable identity where technically possible
  • Portable transaction history
  • Portable research records
  • Portable contribution records
  • Portable governance records
  • Portable credentials where technically possible
  • Independent migration tools
  • Vendor-independent backups
  • Import procedures
  • Federation migration
  • Instance migration
  • Service termination procedures
  • Account closure procedures
  • Data deletion procedures
  • Post-exit verification
  • Exit documentation
Right-to-Leave Test

Can a participant leave the system without unnecessarily surrendering their data, work, identity, economic records, or ability to continue independently?

Exit Cost Analysis

Measure:

  • Financial exit cost
  • Technical exit cost
  • Migration time
  • Data conversion requirements
  • Infrastructure requirements
  • Skill requirements
  • Contractual dependencies
  • Operational disruption
  • Recovery requirements

Intellectual Property Boundary System

The Intellectual Property Boundary System identifies potential copyright, patent, licensing, and confidentiality concerns while supporting independently developed alternatives.

Features:

  • Identify source materials
  • Identify licenses
  • Distinguish ideas from expression
  • Identify potentially protected content
  • Identify potentially protected code
  • Identify potentially protected media
  • Identify relevant technical patents
  • Flag potential patent risks
  • Identify license compatibility issues
  • Identify attribution requirements
  • Identify confidential information risks
  • Identify trade secret concerns
  • Generate alternative implementation approaches
  • Document provenance
  • Document uncertainty
  • Support qualified legal review when appropriate

Sovereign must not represent its analysis as a guarantee of non-infringement. The system should instead provide a structured risk assessment and recommend independent implementation strategies.


Clean-Room Development Framework

The Clean-Room Development Framework supports independent implementation based on functional requirements rather than unauthorized copying.

Features:

  • Separate system analysis from implementation
  • Document authorized source materials
  • Document publicly available information
  • Define functional requirements
  • Avoid unnecessary reproduction of protected expression
  • Generate independent design specifications
  • Maintain provenance records
  • Record design decisions
  • Record independent development
  • Support separate analysis and development roles
  • Generate implementation documentation
  • Support reproducible development

Research and Development Ownership

The Research and Development Ownership module establishes transparent provenance and rights information for research and development activities.

Features:

  • Research provenance
  • Contributor tracking
  • Funding tracking
  • Dataset tracking
  • Model tracking
  • Experiment tracking
  • Methodology tracking
  • Output tracking
  • License tracking
  • Attribution tracking
  • Version history
  • Reproducibility records
  • Contribution records
  • Research governance records
  • Ownership documentation
  • Rights documentation

Sovereign should distinguish:

  • Facts
  • Research findings
  • Ideas
  • Methods
  • Copyrightable expression
  • Software
  • Datasets
  • Models
  • Patentable inventions
  • Third-party materials
  • Licensed materials
  • Confidential information

Reproducibility Engine

The Reproducibility Engine preserves the information necessary for independent reproduction of research, experiments, software builds, analyses, and documented system behavior.

Features:

  • Research question tracking
  • Methodology tracking
  • Dataset versions
  • Data transformations
  • Model versions
  • Model configurations
  • Experiment parameters
  • Software versions
  • Dependency manifests
  • Hardware requirements
  • Environment specifications
  • Configuration records
  • Random seed records where applicable
  • Results
  • Evaluation criteria
  • Test results
  • Provenance
  • Contributor records
  • License records
  • Build metadata
  • Deployment instructions
  • Verification procedures
Independent Reproduction Test

The system should evaluate:

Can an independent party reproduce the reported result without requiring privileged access to the original organization?

Generate a Reproducibility Score based on:

  • Data availability
  • Source availability
  • Dependency availability
  • Documentation
  • Environment reproducibility
  • Model reproducibility
  • Build reproducibility
  • Test coverage
  • Provenance completeness

Data Sovereignty

The Data Sovereignty module ensures that participants retain meaningful control over their information.

Features:

  • User-controlled data
  • Local-first storage where appropriate
  • Portable formats
  • Complete data export
  • Data deletion controls
  • Data migration
  • Documented schemas
  • Data provenance
  • Consent-aware sharing
  • Selective synchronization
  • Federation-aware controls
  • Independent backup
  • Independent recovery
  • No hidden data dependency for core functionality

AI and Model Independence

The AI and Model Independence module prevents the core system from becoming dependent on a single model provider.

Features:

  • Replaceable AI models
  • Multiple model providers
  • Local models where technically practical
  • Self-hosted models
  • Model abstraction layers
  • Model migration
  • Model provenance
  • Model version tracking
  • Model configuration tracking
  • Model dependency documentation
  • Model evaluation
  • Replacement testing
  • Fallback models
  • Local inference options
  • No mandatory dependence on a single AI provider

Corporate Exit Simulator

The Corporate Exit Simulator models what happens when a critical commercial provider becomes unavailable or changes its relationship with users.

Features:

  • Vendor bankruptcy simulation
  • Acquisition simulation
  • Service shutdown simulation
  • API termination simulation
  • Price increase simulation
  • Licensing change simulation
  • Account termination simulation
  • Cloud outage simulation
  • AI provider shutdown simulation
  • Proprietary database shutdown simulation
  • Infrastructure failure simulation
  • Key personnel loss simulation
  • Funding loss simulation
  • Regulatory restriction simulation
  • Network disruption simulation
  • Security incident simulation
Time-Based Exit Simulation

Generate:

  • Day 1 impact
  • Day 7 dependency assessment
  • Day 30 replacement requirements
  • Day 90 independent infrastructure requirements
  • Year 1 permanent independence requirements

For each critical dependency, identify:

  • Function provided
  • Current provider
  • Replacement options
  • Open-source alternatives
  • Self-hosted alternatives
  • Federated alternatives
  • Migration requirements
  • Cost
  • Technical complexity
  • Skill requirements
  • Estimated transition time

Anti-Capture Module

The Anti-Capture Module prevents systems designed for community ownership and distributed control from gradually becoming centralized.

Features:

  • Ownership concentration analysis
  • Voting concentration analysis
  • Capital concentration analysis
  • Infrastructure concentration analysis
  • Data concentration analysis
  • Developer concentration analysis
  • Maintainer concentration analysis
  • Governance concentration analysis
  • Network concentration analysis
  • Vendor concentration analysis
  • Funding concentration analysis
  • Decision-making concentration analysis
  • Capture scenario modeling
  • Governance safeguards
  • Ownership safeguards
  • Infrastructure redundancy
  • Maintainer succession
  • Fork procedures
  • Community oversight
  • Independent audits
  • Emergency fork procedures
Capture Resistance Test

Evaluate:

Can a single organization, individual, investor, infrastructure provider, or technical dependency gain enough control to compromise participant autonomy?

Generate mitigation strategies when capture risks are identified.


Governance Engine

The Governance Engine designs transparent and participatory governance structures.

Features:

  • Transparent decision-making
  • Contributor participation
  • User participation
  • Delegated governance
  • Cooperative governance
  • Federated governance
  • Proposal systems
  • Voting systems
  • Dispute resolution
  • Rule-change procedures
  • Governance version history
  • Fork rights
  • Minority protections
  • Independent instance governance
  • Succession planning
  • Emergency governance procedures

Economic Participation Engine

The Economic Participation Engine designs mechanisms through which participants can share in the value they create.

Features:

  • Revenue sharing
  • Profit sharing
  • Cooperative dividends
  • Contributor compensation
  • Worker ownership
  • User ownership
  • Community ownership
  • Shared infrastructure ownership
  • Research funding
  • Maintenance funding
  • Public-interest structures
  • Membership models
  • Transaction-based funding
  • Service cooperatives
  • Federated economic networks

Every economic model should identify:

  • Who contributes
  • What they contribute
  • What they receive
  • Who controls funds
  • How costs are paid
  • How reserves are maintained
  • How infrastructure is funded
  • How research is funded
  • How governance is funded
  • How economic decisions are governed

Commons Sustainability Engine

The Commons Sustainability Engine determines how independent systems can remain operational over time.

Features:

  • Maintenance funding
  • Hosting funding
  • Security funding
  • Development funding
  • Research funding
  • Support funding
  • Governance funding
  • Infrastructure funding
  • Reserve planning
  • Disaster recovery funding
  • Insurance considerations
  • Multiple funding sources
  • Sustainable revenue models
  • Community funding models
  • Cooperative funding models

The engine should identify whether a proposed system is economically sustainable without recreating the dependency structure it was designed to replace.


Knowledge Commons Module

The Knowledge Commons module preserves the knowledge necessary to understand, operate, maintain, repair, and rebuild a system.

Features:

  • Technical documentation
  • Operational manuals
  • Training materials
  • Maintenance procedures
  • Troubleshooting guides
  • Institutional knowledge
  • Decision records
  • Architectural rationale
  • Onboarding documentation
  • Succession documentation
  • Recovery documentation
  • System history
  • Design rationale

The objective is to prevent knowledge from becoming a hidden form of vendor lock-in.


Human Capability Module

The Human Capability module measures how much operational capability remains if the AI or automated system becomes unavailable.

Features:

  • Human operational capability assessment
  • AI dependency assessment
  • Manual fallback procedures
  • Human override
  • Operator training
  • Emergency procedures
  • Non-AI recovery procedures
  • Human-readable documentation
  • Skills requirements
  • Knowledge transfer
  • Succession planning
Human Capability Test

Evaluate:

Can qualified people continue operating and recovering the system if its AI components become unavailable?


Open Infrastructure Requirements

Sovereign implementations should provide:

  • Documented architecture
  • Documented protocols
  • Documented APIs
  • Documented data formats
  • Documented dependencies
  • Replaceable infrastructure
  • Self-hosting capability
  • Multiple deployment options
  • Migration tools
  • Backup tools
  • Recovery tools
  • Monitoring options
  • Security documentation
  • Independent build instructions
  • Independent maintenance instructions

Build and Deployment Generator

The Build and Deployment Generator creates complete implementation pathways.

Features:

  • System requirements
  • Hardware requirements
  • Software requirements
  • Dependency installation
  • Environment configuration
  • Database configuration
  • Model configuration
  • Security configuration
  • Local deployment
  • Self-hosted deployment
  • Federated deployment
  • Backup procedures
  • Recovery procedures
  • Upgrade procedures
  • Migration procedures
  • Testing procedures
  • Maintenance procedures
  • Disaster recovery procedures

Migration and Continuity Framework

The Migration and Continuity Framework ensures that systems can transition between implementations and survive organizational changes.

Features:

  • Data migration
  • Configuration migration
  • Identity migration where technically possible
  • Research migration
  • Governance migration
  • Economic record migration
  • Infrastructure migration
  • Service migration
  • Instance migration
  • Vendor replacement
  • Organization succession
  • Disaster recovery
  • Business continuity
  • Technology replacement
  • Long-term archival

Sovereign Certification

Sovereign Certification provides a measurable framework for evaluating whether an implementation satisfies Sovereign requirements.

Sovereign Level 1: Portable

Requirements:

  • Data export
  • Documented schemas
  • Data portability
  • Basic migration capability
  • Transparent dependencies
Sovereign Level 2: Independent

Requirements:

  • Self-hosting
  • Stand-alone operation
  • Independent administration
  • No mandatory proprietary cloud
  • Independent backups
  • Independent recovery
Sovereign Level 3: Replaceable

Requirements:

  • Replaceable AI models
  • Replaceable databases
  • Replaceable storage
  • Replaceable identity systems
  • Replaceable infrastructure
  • Open interfaces
  • Documented APIs
  • Dependency substitution procedures
Sovereign Level 4: Federated

Requirements:

  • Independent instances
  • Interoperability
  • Federation protocols
  • Independent governance
  • Instance administration
  • Federation exit
  • Data migration
  • No mandatory central authority
Sovereign Level 5: Economically Participatory

Requirements:

  • Transparent value flows
  • Transparent revenue sources
  • Participant contribution tracking
  • Defined economic participation
  • Transparent operating costs
  • Sustainable funding
  • Research funding
  • Governance funding
Sovereign Level 6: Fully Sovereign

Requirements:

  • Independent construction
  • Independent operation
  • Independent governance
  • Data portability
  • Component replaceability
  • Federation
  • Right-to-Leave compliance
  • Reproducibility
  • Anti-capture protections
  • Economic participation
  • Research provenance
  • R&D ownership framework
  • Long-term maintenance
  • Disaster recovery
  • Corporate exit readiness
  • Forkability
  • Infrastructure independence
Certification Reports

Certification reports should include:

  • Certification level
  • Test results
  • Sovereignty Score
  • Dependency Score
  • Extraction Index
  • Forkability Score
  • Reproducibility Score
  • Exit Score
  • Resilience Score
  • Anti-Capture Score
  • Economic participation assessment
  • Outstanding deficiencies
  • Recommended improvements

Sovereign Bill of Rights

The Sovereign Bill of Rights defines participant-centered rights that implementations should protect.

Right to Understand

People should be able to understand the systems upon which they depend, including major functions, dependencies, ownership structures, and governance.

Right to Access

People should have meaningful access to data, records, and functionality associated with their participation, subject to applicable law and legitimate privacy protections.

Right to Export

People should be able to export their data in usable and documented formats.

Right to Leave

People should be able to leave a system without unnecessarily losing their data, work, identity, or economic records.

Right to Operate

People should be able to operate independent implementations where technically feasible.

Right to Replace

People should be able to replace critical components and dependencies without permanent dependence on one vendor.

Right to Fork

People should be able to fork, modify, and independently develop software where permitted by the applicable license.

Right to Federation

People should be able to participate in interoperable federated systems without surrendering local control.

Right to Know the Economics

Participants should be able to understand how value is created, where money flows, what costs exist, and how economic value is distributed.

Right to Participate in Value

People contributing labor, data, research, infrastructure, capital, or other value should have transparent mechanisms through which they can participate in the resulting economic value.

Right to Research Provenance

People should be able to determine how research was produced, who contributed, what resources were used, and what rights apply to resulting work.

Right to Attribution

Contributors should receive appropriate attribution consistent with applicable licenses, agreements, and legal requirements.

Right to Reproduce

People should have access to sufficient documentation and information to reproduce published research and system behavior where legally and technically possible.

Right to Human Override

People should retain meaningful authority to intervene in consequential automated processes.

Right to Transparency

Material decisions concerning ownership, governance, economic distribution, data use, and system dependencies should be documented.

Right to Continuity

People should have reasonable pathways to continue operating a system if a vendor, organization, service, or funding source disappears.

Right to Independent Governance

Federated and community-operated systems should permit participants to establish governance structures appropriate to their communities without requiring centralized ownership.

Right to Build

People should have access to sufficient specifications and documentation to create independent implementations where legally and technically possible.

Right to Repair

Participants and operators should have the information necessary to diagnose, maintain, repair, and restore their systems.

Right to Economic Freedom

Technology should not unnecessarily prevent people from creating, owning, operating, exchanging, or benefiting from the systems and infrastructure upon which they depend.


Verification and Compliance

Sovereign implementations should be evaluated through standardized tests.

Independence Test

Can the implementation operate without the original vendor?

Portability Test

Can participants export and migrate their data?

Replacement Test

Can major infrastructure components be replaced?

Rebuild Test

Can an independent organization rebuild the system using available documentation?

Continuity Test

Can the system continue if the original organization disappears?

Federation Test

Can independent instances interoperate without surrendering local control?

Exit Test

Can participants leave without losing operational continuity?

Transparency Test

Are ownership, dependencies, governance, and economic flows documented?

Value Participation Test

Are the people creating value given transparent mechanisms to participate in the resulting value?

Research Ownership Test

Are research contributions, rights, provenance, and licenses documented?

IP Awareness Test

Has the implementation documented relevant intellectual property considerations and alternatives without claiming guaranteed non-infringement?

Reproducibility Test

Can an independent party reproduce documented research, builds, and results?

Capture Resistance Test

Can a single entity gain disproportionate control over the system?

Human Capability Test

Can qualified people continue operating the system if its AI components become unavailable?


Optional Plugin Modules

Sovereign should support optional plugin modules that extend the core specification without making external services mandatory for core operation.

Patent Research Plugin

Optional capabilities:

  • Patent database research
  • Patent family discovery
  • Claims analysis
  • Prior art discovery
  • Patent risk mapping
  • Alternative implementation research
  • Patent expiration analysis
  • Jurisdiction-aware reporting

The plugin must not represent automated analysis as legal advice or a guarantee of non-infringement.


Copyright and License Research Plugin

Optional capabilities:

  • License discovery
  • License compatibility analysis
  • Copyright source identification
  • Attribution requirement detection
  • Dependency license analysis
  • Third-party material tracking
  • License conflict detection
  • Clean-room workflow support

Economic Modeling Plugin

Optional capabilities:

  • Financial modeling
  • Revenue simulation
  • Cost modeling
  • Cooperative distribution modeling
  • Participant compensation modeling
  • Economic scenario comparison
  • Sustainability projections
  • Sensitivity analysis

Federation Plugin

Optional capabilities:

  • Federation discovery
  • Instance management
  • Protocol testing
  • Interoperability testing
  • Federation health monitoring
  • Instance migration
  • Federation exit verification

Reproducibility Plugin

Optional capabilities:

  • Experiment environment capture
  • Dataset versioning
  • Model versioning
  • Build verification
  • Reproducibility testing
  • Research archive generation
  • Provenance validation

Sovereign Certification Plugin

Optional capabilities:

  • Automated certification testing
  • Certification score calculation
  • Compliance reports
  • Sovereignty Score generation
  • Dependency Score generation
  • Extraction Index generation
  • Reproducibility Score generation
  • Anti-Capture Score generation
  • Certification record publishing

Corporate Intelligence Plugin

Optional capabilities:

  • Corporate dependency research
  • Vendor relationship mapping
  • Acquisition monitoring
  • Service discontinuation monitoring
  • API change monitoring
  • Pricing change monitoring
  • Corporate ownership analysis
  • Corporate Exit Simulator data collection

Open Source Discovery Plugin

Optional capabilities:

  • Open-source alternative discovery
  • Dependency replacement research
  • Self-hosted software discovery
  • Federated software discovery
  • Open protocol discovery
  • Compatible implementation discovery
  • Alternative infrastructure research

Data Migration Plugin

Optional capabilities:

  • Schema conversion
  • Data export
  • Data import
  • Format conversion
  • Identity migration
  • Configuration migration
  • Database migration
  • Migration validation

Local AI Plugin

Optional capabilities:

  • Local model discovery
  • Local model deployment
  • Hardware assessment
  • Model benchmarking
  • Local inference
  • Offline operation
  • Model replacement
  • AI dependency reduction

Governance Plugin

Optional capabilities:

  • Governance model generation
  • Proposal management
  • Voting systems
  • Delegation models
  • Governance audits
  • Rule versioning
  • Dispute resolution workflows
  • Succession planning

Community Economics Plugin

Optional capabilities:

  • Cooperative modeling
  • Community ownership modeling
  • Revenue sharing
  • Contribution accounting
  • Dividend modeling
  • Community treasury management
  • Infrastructure funding
  • Research funding

Core Output

A Sovereign implementation should be capable of producing a complete Sovereign Transformation Report containing:

  • System analyzed
  • Primary function
  • Stakeholders
  • Ownership
  • Control
  • Dependencies
  • Value creation
  • Value capture
  • Extraction mechanisms
  • Lock-in mechanisms
  • Data flows
  • Infrastructure dependencies
  • AI dependencies
  • Intellectual property considerations
  • Patent considerations
  • Licensing considerations
  • Sovereignty Score
  • Dependency Score
  • Extraction Index
  • Forkability Score
  • Reproducibility Score
  • Exit Score
  • Resilience Score
  • Anti-Capture Score
  • Economic alternatives
  • Ownership alternatives
  • Stand-alone architecture
  • Federated architecture
  • Implementation requirements
  • Build plan
  • Deployment plan
  • Migration plan
  • Right-to-Leave plan
  • Corporate Exit plan
  • Governance plan
  • R&D ownership plan
  • Sustainability plan
  • Verification results
  • Certification level
  • Known limitations
  • Unresolved risks
  • Recommended next steps

Design Requirements

Sovereign implementations should:

  • Remain modular
  • Avoid vendor lock-in
  • Support independent implementations
  • Support stand-alone operation
  • Support federation
  • Prefer open protocols
  • Prefer documented interfaces
  • Prefer portable data formats
  • Support replaceable components
  • Preserve human oversight
  • Document dependencies
  • Document provenance
  • Document uncertainty
  • Support reproducibility
  • Support migration
  • Support system exit
  • Support long-term maintenance
  • Resist centralized capture
  • Identify economic value flows
  • Support participant economic participation
  • Protect research provenance
  • Respect applicable intellectual property rights
  • Avoid unnecessary reproduction of protected expression
  • Avoid unauthorized use of confidential information
  • Distinguish technical analysis from legal advice
  • Provide sufficient documentation for independent implementation

Fundamental Sovereign Test

A system should not be considered fully Sovereign merely because its source code is available.

A fully Sovereign system should allow people to:

  • Understand it
  • Build it
  • Operate it
  • Modify it
  • Reproduce it
  • Govern it
  • Repair it
  • Migrate it
  • Leave it
  • Replace its dependencies
  • Federate it
  • Fork it where permitted
  • Sustain it
  • Participate in the value it creates
  • Continue operating when its original provider disappears

Sovereign treats ownership, autonomy, portability, reproducibility, economic participation, resilience, and exit as architectural properties rather than marketing claims.


Specification Branding License (SBL)

Standard

Optional


License & Notice Requirements

Sovereign is released under the GNU Affero General Public License v3.0 or later (AGPL-3.0+).

By contributing to any Open Arsenal project, you agree that your contributions will also be released under this license.

Please note the following:

  • All contributions must comply with the AGPL-3.0+ terms.
  • Under Section 7 of the license, all redistributions, forks, and derivative works must preserve attribution to Roxanne Ardary and roxanneardary.com.
  • Sovereign specifications are free to use with attribution. A Specification Branding License can be negotiated upon request.
  • The project’s notice.md file tracks attribution requirements and contributor acknowledgments. Any update that adds new contributors or modifies attribution should also update notice.md.
  • When submitting a pull request, ensure that any new files maintain the attribution headers where applicable.
  • Network-deployed versions of this software must also remain fully AGPL-3.0+ compliant, including exposure of source code modifications when applicable under the license.

For full legal details, please refer to the AGPL-3.0+ license and the project’s notice.md file.


Notice – Sovereign

Attribution Requirement: Under Section 7 of the AGPL 3.0+ license, all redistributions, forks, and derivative works, including network-deployed versions of this project, must provide attribution to Roxanne Ardary and roxanneardary.com.

Contributors

This file tracks contributors and their specific contributions to the project.

  • Roxanne Ardary, roxanneardary.com – August 20, 2026
    Created the repository for Sovereign. Created the Sovereign specification for an AI system that transforms dependency-based systems into independently implementable, portable, federated, economically participatory alternatives where the people creating value can share in it.
  • [Add other contributors here] – [Date]
    [Describe contribution in one sentence]

License – Sovereign

This repository is licensed under the GNU Affero General Public License v3.0 or later (AGPL-3.0+).

Key Points

  • You are free to use, modify, and distribute the code.
  • All redistributions, forks, and derivative works or network-deployed versions must also be licensed under AGPL-3.0+ and provide attribution to Roxanne Ardary and roxanneardary.com as required under Section 7 of the license.
  • The software is provided “as is,” without warranty of any kind.

For the full license text, see GNU AGPL-3.0 License.