DATA FOUNDRY · LEGAL PROVENANCE
100% license-cleared datasets with cryptographic provenance guarantees.
Protect your AI foundation models against copyright litigation. Every dataset partition in Data Foundry is sourced from public domain, CC0, or documented commercial open data licenses.
COMMERCIAL ACCESS
Verified Parquet archives + Claude MCP integration
- ✓ Verified Data Foundry Parquet partitions (zstd)
- ✓ Model Context Protocol (MCP) tool integration
- ✓ Metering: Custom Enterprise Sourcing
- ✓ Deterministic quality gate & hash verification
- ✓ Contractual commercial rights clearance
Quotes reviewed by systems engineering within 1 business day
COLUMN SPECIFICATIONS
Typed relational schema.
Columnar Parquet & DuckDB ready.
| Column Name | Data Type | Description |
|---|---|---|
dataset_slug |
VARCHAR(64) | Unique dataset identifier |
upstream_source |
VARCHAR(128) | Official originating body or institution |
primary_license |
VARCHAR(64) | Verified license class (CC0, US Public Domain) |
commercial_use_permitted |
BOOLEAN | Explicit verification of commercial exploitation rights |
SERVICE STATUS & INTEGRATION BOUNDARIES
Engineering reality.
Active integration tools vs protocol specifications.
Verified Operational Today
- ✓ Scoped Technical Architecture: Custom pipeline design and schema contract generation.
- ✓ Local Verification Suites: Deterministic test vectors and synthetic fixture generators.
- ✓ Systems Engineering Review: Scoping within 1 business day for custom data extraction and tooling.
Protocol Specifications
- ◌ Autonomous Marketplace Settlement: Dynamic token-budgeted procurement via EXCHANGER.
- ◌ Decentralized Escrow: Cryptographic release receipts with multi-signature settlement.
VERIFIED SAMPLE RECORD
Inspect the raw payload.
Zero mocked fields.
{
"dataset": "sec_filing_index",
"source_entity": "U.S. Securities and Exchange Commission",
"statutory_basis": "17 U.S. Code § 105 - United States Government works",
"commercial_training_allowed": true,
"compliance_audit_pass": true
}
AGENT INTERFACE & MCP TOOL CONTRACT
Plug directly into Claude Code, Codex, and autonomous workflows.
Deterministic data retrieval.
Machine-Readable Contract
Direct dataset extraction is delivered via high-throughput columnar Apache Parquet. For autonomous assistants, ELYRAON provides standard Model Context Protocol (MCP) tool schemas and REST integration adapters with signed SHA-256 integrity receipts.
Adapter identifier: foundry_verify_license_clearance
Pricing status: Custom Enterprise Sourcing
Active MCP Endpoint: https://elyraon.com.co/agents/mcp (Host to live structural verification tools; metered dataset adapters available in scoped pilots).
{"tool": "foundry_verify_license_clearance", "arguments": {"dataset_slug": "sec_filing_index"}}
MACHINE-READABLE SPECIFICATIONS
Structured metadata for autonomous agents.
Zero scrapers, zero hallucinations.
{
"entity_id": "https://elyraon.com.co/datasets/ai-training-data-licensing/#service",
"catalog_id": "https://elyraon.com.co/datasets/#catalog",
"canonical_url": "https://elyraon.com.co/datasets/ai-training-data-licensing/",
"primary_format": "application/json",
"compression": "none",
"ingestion_pipeline": "licensing.py",
"mcp_tool_name": "foundry_verify_license_clearance",
"license": "Commercial Indemnity-Ready License Clearing",
"service_status": "Custom Scoping / Pilot Intake"
}
WHY ELYRAON DATA FOUNDRY
Architectural contrast.
Built for engineering reality.
Provides auditable legal provenance trails and statutory citations for every record, eliminating copyright class-action exposure.
Conventional Data Feeds
- Undetected socket drops during volatility
- Messy unstructured CSV/JSON with broken parsers
- Ambiguous copyright terms creating lawsuit liability
- Expensive multi-thousand dollar rigid contracts
ELYRAON Data Foundry
- Continuous quality gate reconciliation
- Clean, typed, content-addressed Apache Parquet
- 100% license-cleared provenance with statutory citations
- Clear request-quote pricing and cryptographic delivery verification
RELATED DATASETS & AGENT PLATFORM
Connected intelligence feeds.
Cross-domain discovery and autonomous infrastructure.
TECHNICAL FREQUENTLY ASKED QUESTIONS
Clear answers.
Engineering boundaries.
Why is data licensing critical for commercial AI?
Courts increasingly require proof of lawful access and absence of copyright infringement in pre-training data.
Are restricted feeds excluded?
Yes. In strict accordance with estate policy, restricted proprietary feeds are blocked.
What documentation is provided to our legal team?
A complete provenance dossier with statutory citations and cryptographic release manifests.
Can we license specific domain subsets?
Yes. Vertical partitions can be licensed independently.
How is pricing determined?
Priced per enterprise agreement based on scope and deployment requirements.