Six Systems, One Application, and the Manual Work In Between
The export license application process for a new program isn't a single task — it's a research and assembly exercise spread across SAP GTS for ECCN and USML classifications, SharePoint for technical documentation and end-user data, Salesforce for program and customer records, and Amber Road or Descartes Visual Compliance for compliance screening. An analyst who knows the system can eventually produce a complete package, but 40 to 60 hours of effort per application means any team handling multiple concurrent programs faces a chronic backlog. Meanwhile, the 12-week average approval cycle starts from the day a complete, accurate package is submitted — errors or missing data restart the clock.
Pre-Population That Leaves the Analyst in Control
An AI Labor Company agent learns the application assembly workflow from existing SharePoint templates and email application threads, then automates the retrieval and pre-population step. It queries SAP GTS for the program's ECCN or USML classification, retrieves relevant technical documentation from SharePoint, and pre-populates DSP-5 or BIS-748P forms in Amber Road with the available data. The trade compliance analyst reviews, edits, and approves the package before any submission to DDTC or BIS — the agent removes the assembly burden, not the professional judgment. Teams in this position can typically target a reduction from 50 hours to under 10 hours per application, with the agent live in approximately six weeks.
The Business Case: Throughput, Speed to Submission, and Analyst Capacity
For a trade compliance team managing multiple new programs, this is fundamentally a capacity and throughput problem. At 50 hours per application, a team of two or three analysts can handle a limited number of concurrent programs before the queue backs up. At under 10 hours per application, the same team can process significantly more applications without adding headcount — which matters when programs are waiting on license approvals to begin execution. Faster, more complete initial submissions also reduce the back-and-forth with DDTC and BIS that extends approval timelines. The downstream effect is programs moving forward on schedule rather than waiting in the compliance queue.
Does the agent handle both EAR (BIS-748P) and ITAR (DSP-5) applications, or only one type?
The agent is configured to handle both EAR and ITAR application types, drawing on SAP GTS classification data to determine which form and jurisdiction applies and pre-populating accordingly.
How does the agent handle programs where the ECCN or USML classification is uncertain or under review?
Where the classification in SAP GTS is marked provisional or flagged for review, the agent surfaces that to the analyst rather than proceeding with an uncertain classification. Commodity jurisdiction determinations and classification disputes remain with the analyst and Legal.
What's the integration path with Amber Road / E2open?
The agent uses Amber Road's standard APIs to pre-populate and stage application packages within the platform. The analyst's existing Amber Road workflow remains intact — they review and approve the staged package before submission.