AI-assisted Export Classification: Opportunity, Risk and Governance
ACSS Webinar

CSS Credits: 1.25
Duration:
75 minutes
Speakers:
- Barbara Kazmierczak | SAP
- Aman Kakar | SAP
- Keith Huffman | SAP
Moderator:
Ivy Llena, ACSS
Date:
Time:
- 10:00 AM – 11:15 AM NYC
- 03:00 PM – 04:15 PM London
- 04:00 PM – 05:15 PM Amsterdam
Description:
This session explores how companies are using AI to support ECCN and export classification, identify inconsistencies, and strengthen export control compliance programs.
The discussion will examine the opportunities AI presents for automation, analytics, and improved decision-making, while also addressing key risks such as inaccurate outputs, governance challenges, and the need for human oversight to maintain defensible and auditable classification decisions.
Highlights of the webinar will include:
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Moving beyond manual reviews through AI-assisted classification analysis.
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Improving consistency, standardization, and traceability in ECCN and export classification decisions.
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Identifying classification inconsistencies and potential licensing impacts more efficiently.
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Reducing manual effort so export control professionals can focus on higher-risk compliance activities.
Certificate of Attendance:
All active ACSS members will be able to download the certificate from the Learning Management System (under the achievements tab).
Event Registration
Members of the Association
This webinar is included in your membership
and you will be sent login details by email a
day before the webinar.
If you would like to register for the webinar
in advance, so that it is entered into your calendar.
Non Members of the Association
Speakers

Barbara Kazmierczak
Export Control,Export Control Innovation Team
SAP
Barb has over eight years of experience advising organizations across a broad range of industries, including defense and aerospace, pharmaceuticals, biotechnology, industrial manufacturing (Michelin-type sectors), and consumer health. She has held in-house and consulting roles supporting complex regulatory programs and guiding companies through global compliance challenges, including U.S. consent agreements, sanctions enforcement, and cross-border risk management.
Her experience includes direct collaboration with U.S. regulators such as the Departments of Commerce, State, and Treasury (OFAC) as well as engagement with foreign authorities across the UK, France, and the Netherlands. Barb has supported strategic remediation, export licensing, classification governance, and internal investigations in high-risk jurisdictions and for globally distributed operations.
She began her career in Congress, where she gained firsthand experience with the legislative process by supporting the development and advancement of congressional bills on a range of regulatory and policy issues. Her time in government shaped her understanding of the broader regulatory landscape and laid the foundation for her leadership in global trade compliance.
Barb holds a B.A. in International Relations and Political Science from Florida International University, along with a Law Certificate in International Affairs from Florida State University.

Aman Kakar
Export Controls & Sanctions Compliance
He brings over 13 years of experience advising global organizations across multiple industries. Aman has served as in-house counsel in roles including Global Trade Legal at Amazon Web Services and as part of the International Trade and Investment Practice Group at ArentFox Schiff. In these positions, he advised U.S. and global compliance and business teams on the application of U.S. export control laws to hardware, software, technology, and services, ensuring operational compliance across multiple jurisdictions. His work has spanned the full range of regulatory requirements, including U.S. export controls, economic sanctions, trade remedies, and foreign investment laws and regulations.
Earlier in his career, Aman served as a staff attorney at the U.S. Department of Commerce in the Office of Chief Counsel for Trade Enforcement & Compliance, where he advised enforcement and compliance officials on statutory and regulatory requirements.

Keith Huffman
Chief Legal Counsel, Export Control US (Global)
SAP
Previously, Mr. Huffman was in private practice in London and Washington, D.C. for international law firms, and prior to this he worked in the U.S. Government, focusing on a wide array of foreign policy and international trade matters.
Moderator

Ivy Llena
Learning and Development Manager
ACSS
Ivy Llena has over 14 years of experience in the learning and development field, providing capacity-building and professional development programs for corporate and social service agencies in the US and the Philippines.
Before joining ACSS, she was a program director at a non-profit organization in the Philippines, where she co-designed and co-implemented economic empowerment programs and services for survivors of human trafficking and their families. Ivy also served at the Social Policy Institute at Washington University in St. Louis, where she led and contributed to inclusive economic growth initiatives.