Indigenomics AI
Atlas Workbench

Visual Grammar Atlas

The living map of the symbols, structures, relationship families, and design rules that make Indigenomics AI legible. This page is now the atlas surface for the network’s visual language, not just a palette browser.

Theme Context
Atlas semantics rendered through the selected colour theme.
System Scope
Whole Field Surface
Full Neo4j Graph
…
Current Projection
World View
…
Coverage
…
…

Atlas should explain the whole field, the full graph, and the active projection separately. Right now this page is focused on World View, which is a curated subset of the full graph rather than the entire system.

Projection Node Families
…
Node types visible in the current projection
Projection Edge Families
…
Relationship families visible in the current projection
Runtime Layer Set
6
Named graph layers currently available in the UI
Projection Gaps
…
Node families not yet visible in World View
Domain Map

Whole Graph Domains

The graph is one projection of a larger field, and the current atlas view is one projection of the graph. These cards show the major domains currently present in the full graph and whether they are visible in the active projection.

Worldview Core
Planned / absent
Full / Projection
…

Worldview root, dimensions, Book 1 worldview principles, knowledge traditions, metaphors, and system design principles.

Themes of Value Creation
Planned / absent
Full / Projection
…

The 25 top-level Indigenomics themes and the public-facing value-creation map they define.

Corpus / Evidence
Planned / absent
Full / Projection
…

Claims, sources, and source-family structures grounding the graph.

Economic Analysis
Planned / absent
Full / Projection
…

Figures, narratives, and rollups that make scale and trends visible.

Actors / History
Planned / absent
Full / Projection
…

Entities, events, and eras participating in the larger graph beyond the current worldview-focused projection.

Engagement / Memory
Planned / absent
Full / Projection
…

Conversation and future memory surfaces produced through interaction with the system.

Base Grammar

Three Stable Channels

The base grammar should answer three different questions without channel collision. This section now shows exact receipts for what each channel is currently talking about, and whether the counts are coming from the active projection or the full graph.

Shape

What kind of thing is this?

Shape carries structural role. It should stay stable across views, layers, and themes.

Color

What semantic family does this belong to?

Color carries family identity. A color may be reused across fill, border, and edges only when the meaning stays identical.

Edge Family

What kind of relationship is being asserted?

Edge families collapse many raw edge types into a small readable set for the top layer.

Structure
How concepts, themes, and narratives structurally relate to each other.
0
full 0
Grounding
How knowledge is grounded, sourced, evidenced, and traced.
0
full 0
Organization
How the system contains, organizes, and maintains graph structure.
0
full 0
Extended Visual Channels
Shape
active
circle / hexagon / square / diamond / triangle
Structural role. Shape should tell you what broad kind of node you are seeing before any semantic overlays are applied.
Fill Color
active
ontology family fill, theme overlay fill, epistemology fill
Family identity in ontology mode, theme identity in theme mode, or epistemological identity in epistemology mode.
Border Color
active
ontology-colour border around every node family
Stable ontology-family identity. Border color is the most durable family signal across theme, ontology, and epistemology fill modes in the Living Graph.
Border Treatment
partial
width / dash / highlight ring
Secondary modifiers such as confidence, validation, or special status without redefining the underlying ontology family.
Edge Family
active
domain / provenance / meta
Collapsed relationship meaning: structural/domain, grounding/provenance, or organizational/meta behavior.
Edge Color
active
gold / silver / violet edge palette
Edge-family identity in the visual graph.
Edge Line Style
active
solid keep-visible / dashed inspect-only
Visibility and inspection posture for edges within a family.
Size
active
radius hierarchy
Relative prominence, often based on structural role or aggregate importance.
Label Treatment
partial
full label / truncated label / emphasized title
Readable naming, truncation, and emphasis policy.
Motion
planned
glow / pulse / freshness modifier
Recency, emergence, or attention when the system wants to signal change.
Panel Semantics
partial
tooltip / atlas card / sidecar profile
Interpretive disclosure and explanatory context for the viewer.
Constitutional Explainers Loaded
73
Backend-owned explainers available to Atlas for channels, views, themes, principles, and node types.
Themes
25
Worldview Principles
10
Design Principles
8
Node Families

Live Node Family Atlas

These cards show the node families currently present in the canonical World View projection. Each card combines the structural role, semantic family, live count, and highest-degree examples.

Edge Families

Collapsed Relationship Atlas

The live graph may carry many raw edge verbs, but the top layer should expose a smaller and more readable set of relationship families. These cards collapse the current World View edges into those families.

Structure
domain
Projection Count
0
How concepts, themes, and narratives structurally relate to each other.
Mapped Raw Types
No edges in this family yet
Family Guidance
Keep Visible
feeds intodepends onoverlapstensionsubset of
Inspect Only
None
Grounding
provenance
Projection Count
0
How knowledge is grounded, sourced, evidenced, and traced.
Mapped Raw Types
No edges in this family yet
Family Guidance
Keep Visible
illuminatesgroundscorroboratesextracted fromevidencescontainspreceded by
Inspect Only
classified asproduced bymentioned in
Organization
meta
Projection Count
0
How the system contains, organizes, and maintains graph structure.
Mapped Raw Types
No edges in this family yet
Family Guidance
Keep Visible
parent of
Inspect Only
referencessupersedesmember of
Overlays

Analytical Overlay Atlas

These overlays answer second-order questions. They are allowed to enrich the reading of the graph, but they should never replace the base grammar.

Theme Overlay
Active
Node fill
Which value-creation area is this most associated with?

Colors nodes by their classified theme membership. Useful for thematic exploration, but should never redefine the base grammar.

Epistemology Overlay
Partial
Node fill or inner marker
What kind of knowledge is this carrying?

Highlights narrative, quantitative, legal, institutional, or experiential knowledge types. Best treated as a secondary analytical mode.

Confidence Overlay
Partial
Border width and dash
How settled is this knowledge?

Supports review and trust calibration without competing with primary shape or color meanings.

Freshness Overlay
Planned
Glow or temporal modifier
What is new, provisional, or recently changed?

Reserved for temporal and editorial state. Should remain secondary and never replace core family identity.

Views & Layers

Current Views And Layer Surfaces

This section connects the atlas to the actual graph experience. It shows the current runtime layer set, the shared worldview core, and which layers are still underpowered at the top level.

Current View
World View

Top-level map of worldview, sources, themes, and economic visibility.

Shared Core
0 nodes
Themes, worldview, worldview dimensions, and principles that currently stay visible across layer compositions.
The Living Economy
economy
Nodes
0

How big is the Indigenous economy and who is building it?

Dominant Families
No top-level nodes yet
The Story
story
Nodes
0

How did we get here?

Dominant Families
No top-level nodes yet
The Evidence
evidence
Nodes
0

What is the evidence, and what kind of knowledge is it?

Dominant Families
No top-level nodes yet
The Land
land
Nodes
0

Where is this happening?

Dominant Families
No top-level nodes yet
Provenance
provenance
Nodes
0

Where does this knowledge come from?

Dominant Families
No top-level nodes yet
The Inquiry
inquiry
Nodes
0

What has been learned, and what questions remain?

Dominant Families
No top-level nodes yet
Semantic Families

Ontology Color Families

These are the major semantic worlds currently encoded in the canonical color system. Counts are shown for both the full graph and the active projection so the page stops implying they are the same thing.

Themes
…

Classification anchors for Indigenous value creation.

No live node types
Worldview
…

Worldview, values, ways of knowing, and action/design structure.

No live node types
Evidence
…

Claims and interpretive units grounded in source material.

No live node types
Actors
…

People, Nations, organizations, and other economic actors.

No live node types
Analysis
…

Narratives, figures, and rollups that make scale visible.

No live node types
History
…

Events and eras that hold historical structure.

No live node types
Engagement
…

Knowledge produced through interaction with the system.

No live node types
Provenance
…

Sources and source-family containers for grounding and traceability.

No live node types
Geography
…

Place-aware nodes and territorial meaning.

No live node types
System
…

Infrastructure and utility families used to hold the platform together.

No live node types
Coverage

Schema, Ontology, And Graph Coverage

This is the start of full accounting across the full graph, not just the active projection. Atlas should become the place where we can see what exists, what is constitutionally covered, and what remains outside the current legibility surface.

Node Type Coverage
…
Node types currently present in the full graph.
Ontology Family Coverage
…
Ontology families currently instantiated in the full graph.
Raw Edge Types Present
…
Distinct raw relationship verbs currently present in the full graph.
Ungoverned Edge Types
…
Raw edge types present but not yet explicitly accounted for in atlas guidance.
Not Visible In Current Projection
ThemeEvidence StatementEntityEconomic FigurePrincipleHistorical EventConversationSourceWorldviewWorldview DimensionEraEconomic NarrativeSource FamilyDesign PrincipleKnowledge TraditionMetaphorEconomic Rollup
Ungoverned Edge Verbs
None
Constitutional Anchors

Themes And Principles Showcase

These are not generic registries. The 25 themes, the 10 Book 1 worldview principles, and the 8 Digital Savage design principles are major constitutional anchors in the system and should be inspectable in full.

25 Themes
Full top-layer value-creation taxonomy.
1. Land Transfer
The growing estimate of Indigenous-controlled or -owned lands is a significant development in the Canadian and the Indigenous economy. Indigenous land transfers are facilitated through specific claims or settlement cases that address historic wrongs against Indigenous Peoples and are catalyzing economic growth.
Land is the foundational asset of Indigenous wealth. Repatriation converts land from a colonial loss into a balance sheet entry β€” enabling collateral, development, resource revenue, and long-term stewardship economies. Every acre returned expands the economic base from which Nations build.
Layer B β€’ GDP coverage excluded
2. Indigenous Funds
Increasingly, Indigenous Nations and businesses are identifying the space and structure for Indigenous-led capital. This development provides a significant opportunity for financial partners to create collaborative structures that advance investment accessibility, alignment, and economic reconciliation outcomes.
Indigenous-controlled funds pool and deploy capital on Nation-defined terms β€” shifting decisions on risk, return, and impact from external managers to Indigenous hands. They activate value by directing investment into communities, enterprises, and infrastructure that compound local wealth.
Layer B β€’ GDP coverage excluded
3. Indigenous Legal Developments
The tension between the advancement of Indigenous Rights and the advancement of Indigenous economic space in the Canadian economy is constantly being expressed. Court rulings (Haida, Tsilhqot'in, Mi'kmaw treaty rights) expand rights-based economic activities.
Landmark rulings establish the legal certainty that unlocks investment. Rights recognized in court translate directly into consultation requirements, revenue-sharing obligations, and veto power β€” giving Nations economic leverage in every major project on or near their territories.
Layer B β€’ GDP coverage excluded
4. Increasing Indigenous Project and Partnership Values
A key trend in Indigenous economic empowerment is the increasing project values of Indigenous business partnerships. Partnerships are foundational to creating outcomes in Indigenous economic reconciliation. At least 38 Canadian energy projects worth $27B+ feature Indigenous equity ownership.
Partnerships move Nations from benefit agreements to equity positions β€” converting relationship into ownership. Co-ownership structures generate ongoing revenue, build institutional capacity, and establish Nations as long-term economic actors rather than project stakeholders.
Layer A+B β€’ GDP coverage partially_captured
5. Infrastructure Development β€” Major Projects
The First Nations Major Projects Coalition (FNMPC) supports Indigenous Nations in participating in major infrastructure and resource projects across Canada. Focus on equity ownership, environmental stewardship, and governance over large-scale developments.
Ownership stakes in pipelines, transmission lines, ports, and energy infrastructure generate revenue streams measured in billions. These are generational assets β€” delivering recurring cash flows, employment, and equity appreciation that anchor Nation economies for decades.
Layer A+B β€’ GDP coverage partially_captured
6. Indigenous Trade
Indigenous trade structures and agreements are modern tools advancing the Indigenous economy. Canada's Trade Diversification Strategy includes Indigenous Peoples in international trade and investment agreements. The IPETCA is a collaborative initiative advancing Indigenous economic participation in international trade.
Indigenous participation in trade frameworks opens export pathways for Nation-owned enterprises β€” from natural resources to cultural goods to technology. Inclusion in trade agreements activates international markets and positions the Indigenous economy within the global value chain.
Layer A+B β€’ GDP coverage partially_captured
7. Capital Alignment
Shift from the singular narrative of 'capital access as barrier' toward positive action examining the alignment of capital to the growth of the Indigenous economy. Finance aligned with Indigenous values and economic participation.
Aligning financial products β€” bonds, credit facilities, impact funds β€” with Indigenous values removes structural barriers to capital access. When institutions design instruments that reflect Indigenous governance and priorities, Nations can mobilize capital at scale without compromising self-determination.
Layer B β€’ GDP coverage excluded
8. Procurement
Indigenous procurement has rapidly ascended as a core economic enabler. Policy space for Indigenous procurement as an economic design tool for government and industry is a significant advancement. Example: Article 24 of the Nunavut Settlement Agreement mandates Government of Canada to support Inuit businesses through procurement.
Federal procurement targets direct tens of billions in annual spending toward Indigenous businesses. This activates value by converting existing government expenditure into Indigenous revenue β€” building business capacity, employment, and enterprise growth without requiring new capital investment.
Layer A+B β€’ GDP coverage partially_captured
9. Indigenous Assets Under Management
The pathway to asset management in the Indigenous economy has had serious setbacks from Indian Act limitations. Chronic underfunding of infrastructure, difficulty accessing insurance for assets on reserve. Growing portfolio of Nation-owned financial assets.
AUM is the aggregate measure of Indigenous economic power. As Nations accumulate diversified portfolios β€” equities, real assets, infrastructure, cash β€” they generate compounding returns, reduce dependency on transfer payments, and build the financial resilience to fund self-determined priorities.
Layer B β€’ GDP coverage excluded
10. The Rise of Indigenous Entrepreneurship
Indigenous Peoples are creating new businesses at five times the rate of non-Indigenous peoples. Statistics Canada reports nearly 19,000 businesses in Indigenous communities (~17,000 in First Nations, ~2,000 in Inuit). The rise of Indigenous entrepreneurship is a powerful phenomenon.
Indigenous entrepreneurship is the fastest-growing segment of the Canadian economy. It activates value through job creation, supply chain development, and community reinvestment β€” diversifying Nation economies beyond resource dependency and building an Indigenous private sector of lasting depth.
Layer A+B β€’ GDP coverage partially_captured
11. Indigenous Trusts
Trust structures commonly used to safeguard assets for future generations. Connected to both settlement process and asset management. The quickening pace of Indigenous trust development has made this a highly competitive arena with financial partners.
Trusts are the primary vehicle through which settlement capital is preserved and grown. They activate value by converting one-time inflows into permanent, managed wealth β€” providing Nations with patient capital, income generation, and a financial foundation that extends across generations.
Layer B β€’ GDP coverage excluded
12. Indigenous Sovereign Wealth Funds
Sovereign wealth funds invest state-earned revenues; created through legislation within a sovereign government. This financial mechanism is being adapted by Indigenous Nations as an increasing trend. What makes it 'sovereign' is that it is created through an act of legislation within a sovereign government.
Sovereign Wealth Funds are the apex of Nation-controlled finance β€” pooling collective wealth into globally diversified portfolios governed entirely by Indigenous priorities. They generate returns that fund governance, social programs, and economic development independent of government transfers.
Layer B β€’ GDP coverage excluded
13. ESGI Reporting β€” Changing the Context of Corporate Reporting
Emergence of ESGI narrative β€” Indigenous inclusion as essential addition to traditional ESG. Growing perspective on how Indigenous issues can be better integrated into existing ESG standards and corporate reporting.
ESGI transforms reporting into economic leverage. Companies that fail on Indigenous indicators face reputational and investment risk, while those that perform well unlock access to a growing class of values-aligned capital.
Layer B β€’ GDP coverage excluded
14. Corporate Response to Economic Reconciliation
Growing trend for corporations to measure and report social and economic outcomes through partnerships with Indigenous businesses and communities. Focused on Indigenous spend, impact, contracts extended to Indigenous businesses. Builds visibility, accountability, and transparency.
RAPs convert reconciliation intent into measurable economic commitments β€” procurement targets, employment benchmarks, equity provisions. They activate value by institutionalizing the flow of corporate spending, opportunity, and ownership toward Indigenous peoples and Nations.
Layer B β€’ GDP coverage excluded
15. Indigenous-led Economic Institutions
Development of Indigenous-led institutions is integral to establishing foundational structures supporting Indigenous economic growth, self-determination, and participation. The FMA institutions (FNFA, FNTC, FNFMB, FNII) are exemplary.
Indigenous-led financial institutions β€” development banks, credit unions, lending bodies β€” build the infrastructure through which capital circulates within the Indigenous economy. They activate value by keeping capital local, reducing reliance on external institutions, and designing products suited to Nation economies.
Layer B β€’ GDP coverage excluded
16. Government Policies, Agreements, and Reconciliation Arrangements
Government policies and agreements are effective tools for building nation-to-nation relationships and advancing Indigenous economic outcomes. BC has established considerable reconciliation agreements focused on closing the socioeconomic gap.
Agreements that enshrine rights and shared decision-making reduce sovereign risk and create the policy certainty investors require. They activate economic value by giving Nations defined authority over land use, resource development, and regulatory processes β€” turning governance into an economic asset.
Layer B β€’ GDP coverage excluded
17. Financial Architecture β€” Designing Tools for Indigenous Economic Growth
Indigenomics emphasizes modern Indigenous economic design β€” building tools and financial architecture for increasing Indigenous economic inclusion. Loan guarantees are the key enabler for Indigenous equity participation in major projects.
Loan guarantees are a structural mechanism that converts creditworthiness into equity. By enabling Nations to borrow at scale against government-backed instruments, they unlock participation in projects that would otherwise be inaccessible β€” transforming financial architecture into an engine of ownership.
Layer B β€’ GDP coverage excluded
18. UNDRIP Implementation into Law
Implementing UNDRIP establishes new economic space across governments and corporate sector as emerging leadership responses are activated. The actual level of power in UNDRIP is 'maybe 10 percent of what is available in the full spectrum of Indigenous legal wins.'
UNDRIP implementation embeds free, prior, and informed consent into Canadian law β€” giving Nations binding authority over decisions affecting their lands and resources. This activates economic value by converting international rights standards into domestic negotiating power, consent requirements, and revenue entitlements.
Layer B β€’ GDP coverage excluded
19. Indigenous Clean Energy Revolution
Over 200 medium-to-large renewable energy generating projects with Indigenous involvement now in operation, with close to 200 more in planning/construction. Nations leading renewable energy development.
Clean energy is the largest single driver of new Indigenous asset creation in Canada. Nations are moving from impact benefit agreements to full equity co-ownership in projects valued in the billions β€” generating long-term, contracted revenue streams that anchor the Indigenous economy in the net-zero future.
Layer A+B β€’ GDP coverage partially_captured
20. Call to Action #92 Implementation
TRC Call to Action #92 specifically outlines adopting UNDRIP as reconciliation framework and applying its principles to corporate policy and core operational activities involving Indigenous Peoples and their lands and resources.
CA #92 establishes Indigenous inclusion as a baseline expectation in project development, investment decisions, and supply chain management β€” driving measurable capital flows toward Indigenous participation and creating a normative standard that obligates corporate Canada to act.
Layer B β€’ GDP coverage excluded
21. Indigenous Equity Participation
Equity participation facilitates an Indigenous group's ownership, whole or in part, of a company or project. This rapidly evolving trend unlocks new levels of control and influence and is a key mechanism for cross-generational wealth generation.
The shift from impact payments to equity stakes fundamentally changes the value Nations capture from economic activity on their territories. Equity participation means Nations share in project appreciation, financing upside, and long-term returns β€” building permanent wealth rather than receiving time-limited compensation.
Layer A+B β€’ GDP coverage partially_captured
22. Indigenous Fee Simple Land Purchases
Indigenous Nations purchasing fee simple land has become a solution for securing key parcels for cultural, conservation, or economic purposes. Growing trend β€” it is faster to purchase than to go through land claims or Indian Act negotiation.
Fee simple purchases enable Nations to expand their land base and economic footprint outside the reserve system. Acquired lands can be developed commercially, converted to reserve status, or held as appreciating assets β€” giving Nations flexible, market-accessible mechanisms to grow their territorial and economic presence.
Layer B β€’ GDP coverage excluded
23. The Net Zero Agenda and the Indigenous Economy
The road to net zero crosses Indigenous Territories and requires consent to access the resources needed for a low-carbon future. Four forms of capital identified: Natural Capital (Indigenous lands), Financial Capital (growing wealth), Intellectual Capital (Traditional Knowledge), Human Capital (young growing population).
Canada cannot achieve its climate commitments without Indigenous partnership β€” positioning Nations as indispensable actors in the net-zero transition. This centrality activates value through preferential project access, carbon credit development, green finance eligibility, and government investment in Indigenous-led climate solutions.
Layer B β€’ GDP coverage excluded
24. Settlement Values
Over 627 outstanding First Nations claims actively under assessment. Known as specific claims, these deal with historical wrongs including administration of reserve lands and monies, breaches of treaty obligations. Settlements fuel wealth creation and trust development.
Settlements represent the largest single-event capital injections into many Nation economies. When paired with sound trust structures and investment strategies, they activate compounding wealth β€” converting historical redress into present-day investment capacity, entrepreneurship funding, and intergenerational financial security.
Layer B β€’ GDP coverage excluded
25. Urban Reserves
An Indigenous urban reserve is similar to a municipal property but is a section of reserve land within a larger municipality. Urban reserves are created to stimulate business activity, generate revenue, and create investment and employment opportunities otherwise unavailable on other reserve lands. 'First Nations economic zones.'
Urban reserves transform city-located land into tax-advantaged, Nation-governed commercial zones. They activate value by attracting business tenants, generating lease and tax revenue, creating urban employment, and establishing a visible economic presence that extends Nation sovereignty into Canada's highest-density economic markets.
Layer B β€’ GDP coverage excluded
10 Worldview Principles
Book 1 constitutional worldview anchors.
1. Everything Is Connected
Relational economics β€” the economic construct of relativity. All living things form part of an integrated whole brought into harmony through mutual respect.
Page 62
2. Story
Stories transmit teachings, history, relationships, protocol, and knowledge about reality across generations. The core means of cross-generational transmittance of knowledge systems.
β€œAll that we are is story. From the moment we are born to the time we continue on our spirit journey, we are involved in the creation of the story of our time here.”
Page 65
3. Animate Life Force
Life is everywhere. Indigenous worldview recognizes life force as a constant truth β€” all creation consists of energy waves, everything is animate, all creation is interrelated.
β€œWhat you people call your natural resources our people call our relatives.”
Page 69
4. Transformation
The changing of form. Shape shifting between worlds, dimensions, physical and spiritual. Challenges assumptions about the nature of reality. Things are constantly undergoing processes of transformation, deformation and restoration.
Page 73
5. The Teachings
Original instructions β€” the responsibilities and ethics at the heart of Indigenous identity. Languages hold within them how to be, how to conduct oneself. Proximity to teachings reflects quality of life.
Page 76
6. Creation Story
Connection to origin and Creation is foundational. Creation stories define relationship to place, set requirements for how to be, demonstrate place-based values including resource management and governance systems.
Page 81
7. Protocol
The highest form of expression of recognition. The responsibility of remembering, acknowledging, and witnessing. Right relations as a core premise. Thousands of years of forming and confirming relationships.
Page 83
8. To Witness
The sacred responsibility of remembering. Witnesses validate experience, agreements, ceremony across time. Knowledge was the most valued of all possessions. Relationship as transactional across time.
Page 85
9. To Make Visible
The limitations of human understanding of reality. Duality of spiritual and physical reality. What is visible and what is invisible β€” what we experience on Earth is only part of the whole dimension.
Page 86
10. Renewal
Shedding the old, being newborn, transition from one state to another. Ceremony is embedded with renewal β€” reinforcing commitments, protocols, and generational relationships.
Page 88
8 Design Principles
Digital Savage governing platform principles.
1. Relational Design as Economic Intelligence
β€œCentering relationships at the heart of system design β€” relationships that uphold responsibility, reciprocity, and interdependence between people, land, data, and technology.”
The system should deepen relationships across themes, knowledge types, people, land, and institutions rather than optimize for isolated transactions.
technological-design
2. Data is Sacred
β€œIndigenous stories, knowledge, and data cannot be treated as resources to be mined.”
Every ingestion, extraction, and graph write should remain provenance-rich, consent-aware, and accountable.
technological-design
3. Purpose-Driven Technology Innovation
β€œIndigenous ways of being and knowing are the foundation for intelligent design.”
Every activation should have a reason to exist beyond shipping features, and should serve a regenerative purpose.
technological-design
4. Digital Value Sovereignty
β€œDigital value sovereignty centers Indigenous rights to define, own, and control how economic value is generated and circulated in the digital age.”
Sovereignty should be infrastructural, not a late compliance layer. Value generation, control, and publication all require governance.
technological-design
5. Symbiotic Relationships
β€œDesigned to function like living networks that support the collective flourishing between technology and human systems instead of one-sided extraction.”
The system should give back to each participant and strengthen the common graph through use.
life-at-the-centre
6. Regenerative Feedback Loops
β€œInspired by natural systems and designed to reinvest the value it generates back into the systems it engages and serves.”
The living graph loop should become denser, more accurate, and more useful through engagement.
life-at-the-centre
7. Collective Intelligence
β€œExpands intelligence beyond the individual, drawing from human, ecological, and systemic knowledge.”
No single epistemology should dominate. The system should carry narrative, legal, quantitative, institutional, and experiential knowledge together.
life-at-the-centre
8. Seasonal Intelligence
β€œGrounded in the cycles of nature, Indigenomics AI follows rhythms and patterns of expansion, rest, and renewal.”
The roadmap, build rhythm, and product posture should honor seasons rather than optimizing for relentless velocity.
life-at-the-centre
Terminology Audit

Visible Language Audit

This is where we test more coherent public-facing language without yet changing the internal runtime types. The atlas is the right place to stabilize naming before pushing it into the graph UI.

InternalCurrentRecommendedReason
worldview-layerWorldview LayerWorldview DimensionMore human and still rigorous.
corpusCorpusSource FamilyClearer role in the system and less internal-sounding.
claimClaimEvidence StatementMore legible in public-facing UI.
Governance

Runtime Signals And Warnings

The atlas should not just explain the grammar. It should also show where the ontology, layers, and visible language are still underpowered or drifting.

Missing Top-Level Families
Theme
Evidence Statement
Entity
Economic Figure
Principle
Historical Event
Underpowered Layers
The Living Economy
The Story
The Evidence
The Land
Provenance
The Inquiry
Dominant Edge Pressure
Structure
0% of current World View edges
World View Layer
Not Yet Implemented
The page/view exists, but the runtime layer list still lacks a dedicated `world-view` layer id.
Layers currently defined: The Living Economy Β· The Story Β· The Evidence Β· The Land Β· Provenance Β· The Inquiry