Markets monitored
The search universe covers energy, metals, agriculture, animal protein and maritime or trade events that may affect physical supply chains.
An automated Top 5 of relevant external developments across energy, metals, agriculture, animal protein, maritime logistics and international trade.

The system uses the GDELT DOC 2.0 API as the discovery layer and applies KaizenGTC filtering to select external headlines with operational relevance.
The search universe covers energy, metals, agriculture, animal protein and maritime or trade events that may affect physical supply chains.
KaizenGTC normalizes candidates, reduces noise, deduplicates overlapping coverage, balances source and category diversity, and displays five relevant external news items.
Market News curates relevant external developments. Market Insights contains original KaizenGTC analysis selected and prepared through human editorial review. External news never becomes an Insight automatically.
The list refreshes automatically through private server-side caching. If GDELT does not respond, the latest available update is shown for up to 24 hours.
External headlines help observe context. They do not represent availability, contractual price, commercial recommendation or a KaizenGTC editorial position.
Compare headlines against published reference series and methodology.
Port & RouteReview indicative route distance, transit and logistics sensitivity.
EnergyA physical-product example where supply news may provide useful context.
MetalsA metal example where reading depends on assay, custody and refining route.
Future editorial workflow: relevant external news, human selection, research, KaizenGTC point of view and original Market Insight. This phase does not automate publishing or generate analysis.