Trade Decision and Risk Intelligence Agent

The work it takes off your plate

Evaluating trade requests manually can lead to delays and increased risk exposure due to human error. The complexity of assessing associated risks often results in inefficiencies and suboptimal decision-making. This agent simplifies the process, ensuring timely and accurate evaluations.

How it works

The Trade Decision and Risk Intelligence Agent collects trade requests, counterparty profiles, product classifications, market indicators, exposure positions, and supporting compliance documents from connected systems. It normalizes identifiers and validates required fields before scoring each request against regulatory rules, internal limits, historical performance, market volatility, and counterparty risk signals. The agent uses retrieval-augmented analysis to explain findings, identify missing documentation, and distinguish straight-through approvals from cases requiring human review. It then produces a decision brief with risk scores, evidence, recommended actions, approval requirements, and audit-ready rationale, while routing notifications and follow-up tasks to the appropriate sales, compliance, risk, and operations stakeholders.

1. Step 1: Gather Trade Request Data

   • Collect trade request details
   • Identify relevant market conditions

   Result: Comprehensive data set for evaluation is prepared.

2. Step 2: Assess Associated Risks

   • Analyze market volatility
   • Evaluate historical trade performance

   Result: Risk assessment report is generated.

3. Step 3: Inform Decision-Making

   • Provide insights on risk levels
   • Recommend action based on analysis

   Result: Informed trade decision is presented to stakeholders.

Why use it

• Faster Trade Review. Shortens evaluation cycles by automating data gathering, validation, and risk scoring.
• Stronger Risk Control. Identifies exposure-limit breaches, market risks, counterparty concerns, and compliance gaps before execution.
• Explainable Decisions. Provides evidence-linked findings and audit-ready rationale for every recommendation.
• Consistent Policy Application. Applies the same regulatory and internal policy checks across products, regions, and business units.
• Reduced Operational Exposure. Prevents downstream booking or fulfillment until required approvals and documentation are complete.