The emergence of advanced AI systems has changed the nature of information consumption. Large-scale models do not “read” content in the way humans do. They process structured signals, entities, relationships, and contextualized data.
This transformation requires a fundamental rethinking of what a media platform is.
SpaceArch Markets does not operate as a traditional news outlet. It is designed as an AI-native media system — a structured economic registry with narrative rendering.
The Core Distinction: Data Layer vs Editorial Layer
To understand this model, it is essential to separate two levels of operation:
1. The Data Layer (Knowledge Infrastructure)
This layer contains:
- Structured entities (Company, Person, Corridor)
- Verified claims
- Controlled taxonomies
- Explicit relationships
- Provenance records
- Version control
- Confidence scoring
This is not visible to the reader.
It is consumed by:
- Search engines
- Knowledge graphs
- AI systems
- APIs
- Institutional partners
This is the canonical layer — the source of truth.
It transforms fragmented information into structured economic intelligence.
2. The Editorial Layer (Human Interface)
The article is not the origin of knowledge.
It is a narrative interface generated from structured data.
The reader sees:
- Executive summary
- Structured snapshot
- Technical description
- Market positioning
- Ecosystem context
- Corridor relevance
- Verification note
Behind the page, structured JSON-LD and semantic markup allow AI systems to interpret the same content with precision.
The article is a view.
The knowledge graph is the foundation.
Why This Matters
Traditional journalism prioritizes immediacy and narrative flow. It produces text-first content, often lacking structural coherence.
AI-native media reverses the order:
- Structure first
- Validation second
- Narrative third
The result is not simply better writing — it is higher semantic density and long-term stability.
Advanced AI systems do not require emotional headlines. They require:
- Clear entity definitions
- Stable taxonomy references
- Time-stamped updates
- Explicit relationships
- Contextual mapping
When content is structured at the entity level, it becomes reusable, indexable, and interoperable.
What This Means for SpaceArch Markets
SpaceArch Markets is designed as:
- A structured economic observatory
- A semantic registry of productive ecosystems
- A corridor intelligence platform
- A machine-readable infrastructure layer
The system does not merely publish company profiles.
It encodes companies as structured nodes within a larger ecosystem graph.
It does not simply describe trade corridors.
It formalizes them as operational objects with nodes, domains, and validation processes.
This enables:
- Capital interface integration
- Trade facilitation structuring
- Investment-readiness analysis
- Cross-border intelligence mapping
The editorial layer becomes a human gateway to structured economic reality.
The Strategic Implication
AI-native media is not about writing for artificial intelligence.
It is about constructing curated semantic infrastructure that AI systems can reliably interpret, contextualize, and integrate.
This creates a new market category:
Not advertising-driven media.
Not blog publishing.
Not news aggregation.
But structured knowledge infrastructure as a service.
Final Clarification
The JSON schema is not the format of the article.
It is the format of truth.
The article is the readable interface.
The advantage does not lie in narrative creativity alone.
It lies in disciplined semantic architecture.
SpaceArch Markets is built on this principle.
Structured first.
Narrative second.
Infrastructure always.
Below are JSON Schema v1 definitions (Draft 2020-12) for Company, Person, and Corridor designed for an AI-native media stack: entity-first, claim-friendly, provenance-ready, and taxonomy-controlled.
They’re written to be strict enough for quality, but practical for real publishing.
1) Shared Foundations (reusable definitions)
{
"$schema": "https://json-schema.org/draft/2020-12/schema",
"$id": "https://spacearch.markets/schemas/v1/common.schema.json",
"title": "SpaceArch Markets Common Types v1",
"type": "object",
"$defs": {
"uuid": {
"type": "string",
"format": "uuid"
},
"isoDate": {
"type": "string",
"format": "date"
},
"isoDateTime": {
"type": "string",
"format": "date-time"
},
"slug": {
"type": "string",
"pattern": "^[a-z0-9]+(?:-[a-z0-9]+)*$",
"minLength": 3,
"maxLength": 120
},
"url": {
"type": "string",
"format": "uri",
"maxLength": 2048
},
"email": {
"type": "string",
"format": "email",
"maxLength": 320
},
"phoneE164": {
"type": "string",
"pattern": "^\\+?[1-9]\\d{1,14}$",
"description": "E.164 format (e.g., +14155552671)"
},
"countryCode": {
"type": "string",
"pattern": "^[A-Z]{2}$",
"description": "ISO 3166-1 alpha-2 country code"
},
"languageCode": {
"type": "string",
"pattern": "^[a-z]{2}(?:-[A-Z]{2})?$",
"description": "BCP-47 simplified (e.g., en, es, en-US)"
},
"money": {
"type": "object",
"additionalProperties": false,
"required": ["currency", "amount"],
"properties": {
"currency": {
"type": "string",
"pattern": "^[A-Z]{3}$",
"description": "ISO 4217 currency code"
},
"amount": {
"type": "number",
"description": "Decimal amount"
}
}
},
"moneyRange": {
"type": "object",
"additionalProperties": false,
"properties": {
"currency": { "type": "string", "pattern": "^[A-Z]{3}$" },
"min": { "type": "number" },
"max": { "type": "number" }
},
"required": ["currency", "min", "max"]
},
"geoPoint": {
"type": "object",
"additionalProperties": false,
"required": ["lat", "lon"],
"properties": {
"lat": { "type": "number", "minimum": -90, "maximum": 90 },
"lon": { "type": "number", "minimum": -180, "maximum": 180 }
}
},
"location": {
"type": "object",
"additionalProperties": false,
"required": ["country", "city"],
"properties": {
"country": { "$ref": "#/$defs/countryCode" },
"region": { "type": "string", "maxLength": 120 },
"city": { "type": "string", "maxLength": 120 },
"address": { "type": "string", "maxLength": 240 },
"postal_code": { "type": "string", "maxLength": 40 },
"geo": { "$ref": "#/$defs/geoPoint" }
}
},
"editorialState": {
"type": "string",
"enum": ["draft", "in_review", "verified", "published", "archived"]
},
"verificationLevel": {
"type": "string",
"enum": ["self_reported", "partially_verified", "verified", "externally_verified"]
},
"sourceRef": {
"type": "object",
"additionalProperties": false,
"required": ["source_type", "title", "recorded_at"],
"properties": {
"source_type": {
"type": "string",
"enum": ["interview", "submission", "public_registry", "website", "document", "news", "partner_feed", "other"]
},
"title": { "type": "string", "maxLength": 200 },
"url": { "$ref": "#/$defs/url" },
"document_id": { "$ref": "#/$defs/uuid" },
"recorded_at": { "$ref": "#/$defs/isoDateTime" },
"notes": { "type": "string", "maxLength": 1000 }
}
},
"provenance": {
"type": "object",
"additionalProperties": false,
"required": ["sources", "last_verified_at", "verification_level"],
"properties": {
"sources": {
"type": "array",
"minItems": 1,
"items": { "$ref": "#/$defs/sourceRef" }
},
"verification_level": { "$ref": "#/$defs/verificationLevel" },
"last_verified_at": { "$ref": "#/$defs/isoDateTime" },
"confidence": {
"type": "integer",
"minimum": 0,
"maximum": 100,
"description": "Overall confidence score for the entity record"
}
}
},
"socialLinks": {
"type": "object",
"additionalProperties": false,
"properties": {
"website": { "$ref": "#/$defs/url" },
"linkedin": { "$ref": "#/$defs/url" },
"x": { "$ref": "#/$defs/url" },
"instagram": { "$ref": "#/$defs/url" },
"facebook": { "$ref": "#/$defs/url" },
"youtube": { "$ref": "#/$defs/url" },
"github": { "$ref": "#/$defs/url" }
}
},
"tagRef": {
"type": "object",
"additionalProperties": false,
"required": ["scheme", "code", "label"],
"properties": {
"scheme": {
"type": "string",
"enum": ["sector", "technology", "topic", "corridor_domain", "stage", "city_cluster", "custom"]
},
"code": { "type": "string", "maxLength": 80 },
"label": { "type": "string", "maxLength": 120 },
"version": { "type": "string", "maxLength": 20 }
}
}
}
}
2) Company Schema v1
{
"$schema": "https://json-schema.org/draft/2020-12/schema",
"$id": "https://spacearch.markets/schemas/v1/company.schema.json",
"title": "Company v1",
"type": "object",
"additionalProperties": false,
"required": [
"schema_version",
"entity_type",
"id",
"slug",
"name",
"location",
"primary_sector",
"stage",
"editorial_state",
"provenance"
],
"properties": {
"schema_version": { "type": "string", "const": "v1" },
"entity_type": { "type": "string", "const": "company" },
"id": { "$ref": "common.schema.json#/$defs/uuid" },
"slug": { "$ref": "common.schema.json#/$defs/slug" }, "name": { "type": "string", "minLength": 1, "maxLength": 160 },
"legal_name": { "type": "string", "maxLength": 200 },
"description": { "type": "string", "maxLength": 2500 },
"founded_date": { "$ref": "common.schema.json#/$defs/isoDate" }, "location": { "$ref": "common.schema.json#/$defs/location" }, "primary_sector": { "$ref": "common.schema.json#/$defs/tagRef" },
"secondary_sectors": {
"type": "array",
"items": { "$ref": "common.schema.json#/$defs/tagRef" },
"maxItems": 10
},
"technologies": {
"type": "array",
"items": { "$ref": "common.schema.json#/$defs/tagRef" },
"maxItems": 20
},
"topics": {
"type": "array",
"items": { "$ref": "common.schema.json#/$defs/tagRef" },
"maxItems": 20
}, "stage": {
"type": "string",
"enum": ["idea", "mvp", "seed", "early_growth", "growth", "mature"]
},
"business_model": {
"type": "string",
"enum": ["b2b", "b2c", "b2g", "b2b2c", "marketplace", "platform", "other"]
}, "headcount_range": {
"type": "string",
"enum": ["1-5", "6-10", "11-25", "26-50", "51-100", "101-250", "251-500", "500+"]
}, "revenue_range": { "$ref": "common.schema.json#/$defs/moneyRange" }, "products": {
"type": "array",
"maxItems": 20,
"items": {
"type": "object",
"additionalProperties": false,
"required": ["name"],
"properties": {
"name": { "type": "string", "maxLength": 160 },
"description": { "type": "string", "maxLength": 1200 },
"launch_date": { "$ref": "common.schema.json#/$defs/isoDate" },
"url": { "$ref": "common.schema.json#/$defs/url" }
}
}
}, "certifications": {
"type": "array",
"items": { "type": "string", "maxLength": 120 },
"maxItems": 25
}, "market_presence": {
"type": "object",
"additionalProperties": false,
"properties": {
"domestic_markets": {
"type": "array",
"items": { "$ref": "common.schema.json#/$defs/countryCode" },
"maxItems": 60
},
"export_markets": {
"type": "array",
"items": { "$ref": "common.schema.json#/$defs/countryCode" },
"maxItems": 60
},
"target_markets": {
"type": "array",
"items": { "$ref": "common.schema.json#/$defs/countryCode" },
"maxItems": 60
}
}
}, "funding": {
"type": "object",
"additionalProperties": false,
"properties": {
"funding_stage": {
"type": "string",
"enum": ["bootstrapped", "pre_seed", "seed", "series_a", "series_b", "series_c_plus", "private_equity", "public", "unknown"]
},
"total_raised": { "$ref": "common.schema.json#/$defs/money" },
"investors": {
"type": "array",
"maxItems": 50,
"items": {
"type": "object",
"additionalProperties": false,
"required": ["name"],
"properties": {
"name": { "type": "string", "maxLength": 200 },
"url": { "$ref": "common.schema.json#/$defs/url" }
}
}
}
}
}, "contacts": {
"type": "object",
"additionalProperties": false,
"properties": {
"public_email": { "$ref": "common.schema.json#/$defs/email" },
"public_phone": { "$ref": "common.schema.json#/$defs/phoneE164" }
}
}, "links": { "$ref": "common.schema.json#/$defs/socialLinks" }, "relationships": {
"type": "object",
"additionalProperties": false,
"properties": {
"founders": {
"type": "array",
"items": { "$ref": "common.schema.json#/$defs/uuid" },
"description": "Person IDs"
},
"institutions": {
"type": "array",
"items": { "$ref": "common.schema.json#/$defs/uuid" },
"description": "Institution IDs"
},
"partners": {
"type": "array",
"items": { "$ref": "common.schema.json#/$defs/uuid" }
}
}
}, "corridor": {
"type": "object",
"additionalProperties": false,
"properties": {
"fit_score": { "type": "integer", "minimum": 0, "maximum": 100 },
"domains": {
"type": "array",
"items": { "$ref": "common.schema.json#/$defs/tagRef" },
"maxItems": 10,
"description": "corridor_domain tags (trade, investment, real_estate, legal_ip, etc.)"
},
"notes": { "type": "string", "maxLength": 1200 }
}
}, "editorial_state": { "$ref": "common.schema.json#/$defs/editorialState" },
"provenance": { "$ref": "common.schema.json#/$defs/provenance" }
}
}
3) Person Schema v1
{
"$schema": "https://json-schema.org/draft/2020-12/schema",
"$id": "https://spacearch.markets/schemas/v1/person.schema.json",
"title": "Person v1",
"type": "object",
"additionalProperties": false,
"required": [
"schema_version",
"entity_type",
"id",
"slug",
"full_name",
"location",
"editorial_state",
"provenance"
],
"properties": {
"schema_version": { "type": "string", "const": "v1" },
"entity_type": { "type": "string", "const": "person" },
"id": { "$ref": "common.schema.json#/$defs/uuid" },
"slug": { "$ref": "common.schema.json#/$defs/slug" }, "full_name": { "type": "string", "minLength": 1, "maxLength": 160 },
"preferred_name": { "type": "string", "maxLength": 120 },
"bio": { "type": "string", "maxLength": 2500 }, "location": { "$ref": "common.schema.json#/$defs/location" }, "roles": {
"type": "array",
"maxItems": 20,
"items": {
"type": "object",
"additionalProperties": false,
"required": ["title"],
"properties": {
"title": { "type": "string", "maxLength": 160 },
"organization_id": { "$ref": "common.schema.json#/$defs/uuid" },
"organization_name": { "type": "string", "maxLength": 200 },
"start_date": { "$ref": "common.schema.json#/$defs/isoDate" },
"end_date": { "$ref": "common.schema.json#/$defs/isoDate" },
"current": { "type": "boolean" }
}
}
}, "expertise": {
"type": "array",
"items": { "$ref": "common.schema.json#/$defs/tagRef" },
"maxItems": 30,
"description": "Use technology/topic tags"
}, "links": { "$ref": "common.schema.json#/$defs/socialLinks" }, "contacts": {
"type": "object",
"additionalProperties": false,
"properties": {
"public_email": { "$ref": "common.schema.json#/$defs/email" }
}
}, "relationships": {
"type": "object",
"additionalProperties": false,
"properties": {
"founded_companies": {
"type": "array",
"items": { "$ref": "common.schema.json#/$defs/uuid" }
},
"affiliated_institutions": {
"type": "array",
"items": { "$ref": "common.schema.json#/$defs/uuid" }
}
}
}, "editorial_state": { "$ref": "common.schema.json#/$defs/editorialState" },
"provenance": { "$ref": "common.schema.json#/$defs/provenance" }
}
}
4) Corridor Schema v1 (Miami–Dubai–MDQ)
This represents a corridor object (a structured route + domains + operating model). It can also power corridor briefs and corridor pipelines.
{
"$schema": "https://json-schema.org/draft/2020-12/schema",
"$id": "https://spacearch.markets/schemas/v1/corridor.schema.json",
"title": "Corridor v1",
"type": "object",
"additionalProperties": false,
"required": [
"schema_version",
"entity_type",
"id",
"slug",
"name",
"nodes",
"domains",
"editorial_state",
"provenance"
],
"properties": {
"schema_version": { "type": "string", "const": "v1" },
"entity_type": { "type": "string", "const": "corridor" },
"id": { "$ref": "common.schema.json#/$defs/uuid" },
"slug": { "$ref": "common.schema.json#/$defs/slug" }, "name": { "type": "string", "maxLength": 200 },
"summary": { "type": "string", "maxLength": 2500 }, "nodes": {
"type": "array",
"minItems": 2,
"maxItems": 10,
"items": {
"type": "object",
"additionalProperties": false,
"required": ["city", "country"],
"properties": {
"city": { "type": "string", "maxLength": 120 },
"country": { "$ref": "common.schema.json#/$defs/countryCode" },
"role": {
"type": "string",
"enum": ["productive_node", "trade_hub", "capital_gateway", "logistics_hub", "innovation_hub", "regulatory_gateway", "other"]
},
"geo": { "$ref": "common.schema.json#/$defs/geoPoint" }
}
}
}, "domains": {
"type": "array",
"minItems": 1,
"maxItems": 10,
"items": { "$ref": "common.schema.json#/$defs/tagRef" },
"description": "corridor_domain tags"
}, "operating_model": {
"type": "object",
"additionalProperties": false,
"properties": {
"intake_channels": {
"type": "array",
"items": { "type": "string", "enum": ["editorial_discovery", "submission", "partner_referral", "institutional_feed"] },
"maxItems": 10
},
"validation_process": {
"type": "string",
"maxLength": 2000,
"description": "High-level description of corridor validation and qualification"
},
"deliverables": {
"type": "array",
"maxItems": 30,
"items": {
"type": "string",
"enum": [
"trade_brief",
"investment_memo",
"real_estate_brief",
"legal_fiscal_pack",
"ip_trademark_pack",
"partner_introduction",
"corridor_dashboard_entry",
"other"
]
}
},
"kpis": {
"type": "array",
"maxItems": 30,
"items": {
"type": "object",
"additionalProperties": false,
"required": ["name", "definition"],
"properties": {
"name": { "type": "string", "maxLength": 120 },
"definition": { "type": "string", "maxLength": 600 },
"target": { "type": "string", "maxLength": 120 }
}
}
}
}
}, "linked_entities": {
"type": "object",
"additionalProperties": false,
"properties": {
"companies": {
"type": "array",
"items": { "$ref": "common.schema.json#/$defs/uuid" }
},
"people": {
"type": "array",
"items": { "$ref": "common.schema.json#/$defs/uuid" }
},
"institutions": {
"type": "array",
"items": { "$ref": "common.schema.json#/$defs/uuid" }
}
}
}, "editorial_state": { "$ref": "common.schema.json#/$defs/editorialState" },
"provenance": { "$ref": "common.schema.json#/$defs/provenance" }
}
}
Notes (Practical Implementation Guidance)
- These schemas assume a taxonomy service exists (so
tagRef.codeis validated against controlled lists). - The claim model can be a separate schema (recommended) to attach per-field provenance at scale.
- For publishing pages, you will map these entities to Schema.org JSON-LD types:
- Company →
Organization - Person →
Person - Corridor →
DefinedTermSetor a custom type +additionalProperty(since Schema.org doesn’t model corridors perfectly)
- Company →
