Built with a bespoke agentic framework: country-exposure, sector-transmission, energy-market, shipping-and-insurance, LNG-substitution, consumer-pass-through, horizon-timing, and source-audit agents produced competing reads, evaluated each other's claims, challenged weak assumptions, and fed the strongest evidence-backed synthesis into the report.
Built with a bespoke agentic framework: industrial-chain, commodity-input, crop-calendar, fiscal-stress, local-language, insurance, shipping-flow, and trade-finance agents each searched one failure channel. The multi-agent setup improves coverage and cross-checking, but it still needs expert review; agents can raise the odds of valid data and conclusions, not replace domain judgment or the finer insight an expert brings.