01 · Gather
Collect operational and public signals.
Ingest supplier, shipment, facility, product, trade, sanctions, weather, and event data.
Sectors / Supply Chain
A supply chain is only visible when its hidden dependencies are connected.
Supplier records, bills of materials, shipments, facilities, trade rules, sanctions, weather, and geopolitical events describe the same network in incompatible ways. We resolve the entities and reveal where disruption can propagate.
Research
Most organizations know their direct suppliers but not the upstream producers, shared facilities, logistics providers, and geographic concentrations underneath them. Those hidden dependencies are where local failures become system-wide shortages.
The evidence is scattered across procurement systems, shipping records, corporate disclosures, trade data, certifications, and public events. Entity names differ, ownership changes, and the most important relationship may never appear in a single source.
Questions Worth a Clean Answer
Ask hard. Answer with clean data.
- Q01Which apparently diverse suppliers ultimately depend on the same upstream facility, owner, region, or logistics route?
- Q02What products and customers would be affected if one facility or transport corridor became unavailable?
- Q03Which substitute suppliers are truly qualified once capacity, certification, lead time, and jurisdiction are considered?
The Method — A Continual Loop
Gather, organize, refine, test, prioritize — repeat.
02 · Organize
Resolve the dependency network.
Link companies, sites, parts, products, routes, ownership, and jurisdictions.
03 · Refine
Expose hidden concentration.
Merge duplicate entities and infer shared upstream dependencies across product lines.
04 · Test
Run disruption scenarios.
Simulate facility loss, route closure, sanctions, weather, and demand shocks.
05 · Prioritize
Rank fragile dependencies.
Surface high-impact single points of failure and the most effective mitigations.
The Cascade
Supply Chain Dependency Cascade.
Entity resolution turns scattered supplier and logistics records into a network that shows where disruption can begin, spread, and be stopped.
Evidence
Understanding
Decisions
Outcomes
Select any node to trace its chain. Left to right: Evidence → Understanding → Decisions → Outcomes.
What the Core Delivers
Knowledge you can act on.
- A multi-tier map of suppliers, parts, facilities, ownership, routes, and jurisdictions.
- Disruption scenarios that show where risk propagates and where it stops.
- Mitigation priorities based on consequence, replaceability, lead time, and confidence.