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Trade Management Assurance Agent

Orchestrates guided trade intake, data extraction, auto-population, and real-time validation for accurate, efficient trade management.

Manual trade management processes often require sales teams to navigate fragmented systems, transpose information from multiple sources, and repeatedly enter data, resulting in resource-intensive workflows that are prone to human error. The lack of guided steps and immediate validation creates bottlenecks, while inconsistent data capture slows down trade execution and increases risk. These challenges collectively limit operational scalability and impact both customer and employee experience.

The Trade Management Assurance Agent addresses these inefficiencies by providing a unified, intelligent layer across the trade initiation process. It guides users step-by-step through a trade request submission, prompting for essential information based on context and enforcing completeness before advancing. Utilizing both internal and external data sources including customer master data, product catalogs, pricing tables, compliance rules, trade history, email correspondence, external compliance lists, and unstructured attachments the agent extracts relevant information automatically through AI-driven document and data processing. Advanced features auto-populate key fields from master data and recent trade history, while the system validates each entry in real-time. If inconsistencies or missing details are detected, issues are flagged instantly for user correction, ensuring that each trade request is accurate and compliant before submission.

By integrating guided intake, automated extraction, smart field population, and live validation, this agent streamlines employee workflow, significantly reduces manual entry, and enforces master data consistency. In turn, it raises process and employee productivity, delivers cost savings through error minimization, and allows teams to handle higher trade volumes with existing resources. This leads to faster, more reliable trade execution and improved customer experience, supporting organizational scalability in trade management.

Accuracy
TBD

Speed
TBD

Input Data Set

Sample of data set required for Trade Management Assurance Agent:

New Trade Request Entry

Internal Notes: Received this request from Sarah Jones at Quantum Dynamics. This is for their Q3 AI infrastructure expansion project. Pricing is slightly off our standard list, but they are a high-volume client. Please process for approval.


Pasted Email Content:

From: Sarah Jones (sjones@quantumdynamics.com) To: Alex Chen (achen@innovatecorp.com) Subject: Purchase Order for Hyperion-7 Units - QD-PO-2024-8812

Hi Alex,

Hope you are well.

As discussed, please find our official Purchase Order attached (Ref: QD-PO-2024-8812) for the new batch of AI accelerators.

We'd like to place an order for 150 Hyperion-7 AI Accelerator Units. Based on our volume agreement, we have this priced at $12,450 per unit.

We require delivery by October 31, 2024.

Please confirm receipt and let me know the next steps for processing.

Best regards,

Sarah Jones Procurement Manager Quantum Dynamics

Deliverable Example

Sample output delivered by the Trade Management Assurance Agent:

Trade Request Analysis & Validation Report

Status: Pending User Review - Action Required

This report summarizes the extracted trade details and highlights validation checks performed against internal master data and compliance rules.


1. Extracted Trade Summary

Field Extracted / Populated Value Source
Counterparty Quantum Dynamics Email Body / Master Data
Customer ID 74B3-QD-9921 Auto-Populated (System)
Contact Person Sarah Jones Email Body
Contact Email sjones@quantumdynamics.com Email Body
PO Reference QD-PO-2024-8812 Email Subject/Body
Product Hyperion-7 AI Accelerator Unit Email Body
Product SKU H7-AI-ACCEL-V4 Auto-Populated (Catalog)
Quantity 150 Email Body
Requested Price $12,450.00 / unit Email Body
Requested Delivery 2024-10-31 Email Body
Total Trade Value $1,867,500.00 Calculated

2. Real-time Validation & Alerts

Check Item Status Details
Customer Check Verified Quantum Dynamics (ID: 74B3-QD-9921) exists in Customer Master Data and is in good standing.
Product Check Verified Hyperion-7 AI Accelerator Unit (SKU: H7-AI-ACCEL-V4) is a valid, active product in the catalog.
Pricing Check Alert Requested price of $12,450.00 is a -0.4% deviation from the standard list price of $12,500.00.
Compliance Check Verified Trade details passed checks against internal compliance rules and external watchlists.
Completeness Check Verified All mandatory fields for trade initiation have been successfully extracted and populated.

3. Required Actions & Next Steps

  1. Review Pricing Alert: The requested price is outside standard parameters.
  2. Submit for Approval: Due to the price deviation, this trade requires manager approval upon submission.
  3. Confirm to Proceed: If all details are correct, click "Submit Trade" to route it for approval.

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