Freshness monitoring
Each source needs scheduled health checks, stale data alerts, and visible delayed/real-time labels.
Sample data disclosure
Institutional grade data methodology
A transparent data architecture shell for delayed sample prices today and licensed/public provider integrations later. No external data is scraped in this phase.
Data source architecture
The current app uses seeded mock data only. These cards document the intended integration boundaries.
Primary exchanges
Future licensed benchmark feeds can be attached through provider adapters.
Open data
Public datasets such as EIA, World Bank, FAOSTAT, and UN Comtrade are future candidates.
Freshness tiers
Every market view should declare source and timestamp before production use.
Correction policy
Outlier and correction workflow is a planned admin/data governance feature.
Current configured sources
Mock environmentSeeded Sample Commodity Dataset
mock · last sync: 2026-05-19T09:30:00Z
Licensed Market Data Provider Placeholder
licensed · last sync: Not connected
Production data controls planned
These controls are not fully connected yet, but the public methodology page documents how real data should be governed before launch.
Licensing boundary
Restricted exchange or vendor data must come through licensed APIs, never scraping.
Correction workflow
Admin data teams need review queues, correction notes, and audit logs before production publishing.
Inspect the market data surface
The data-methodology page now links directly back to market tables and commodity detail pages for demo review.
No restricted source scraping