I support commodity trading firms in building structured, scalable execution-risk frameworks that sit between commercial trading and day-to-day operations.

My advisory work focuses on four core pillars:

• Trader-Minded Risk Assessment
  Design of practical risk frameworks that track mark-to-market sensitivity, inventory exposure, counterparty concentration, and liquidity pressure — aligned with real trading workflows rather than theoretical models.

• Execution & Operational Integrity
  Development of SOP frameworks across logistics, documentation, payment instruments, and approval flows to reduce person-dependency and execution ambiguity.

• Quantifying the Physical
  Translation of physical risks — such as shipment delays, laytime exposure, documentation gaps, and contract mismatches — into measurable financial outcomes.

• Independent Risk Oversight
  Objective external oversight similar to an outsourced Chief Risk Officer function, ensuring alignment between commercial assumptions, operational feasibility, and financial exposure.