AI-assisted Export Classification: Opportunity, Risk and Governance - Association of Certified Sanctions Specialists

AI-assisted Export Classification: Opportunity, Risk and Governance

August 20, 2026 | 10:00 AM – 11:15 AM NYC

ACSS Webinar

CSS Credits: 1.25

Duration:

75 minutes

Speakers:

  • Barbara Kazmierczak | SAP
  • Aman Kakar | SAP
  • Keith Huffman | SAP

Moderator:

Ivy Llena, ACSS

Date:

Thursday, August 20, 2026

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:

  • Moving beyond manual reviews through AI-assisted classification analysis.

  • Improving consistency, standardization, and traceability in ECCN and export classification decisions.

  • Identifying classification inconsistencies and potential licensing impacts more efficiently.

  • 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

You must be a member in order to attend this webinar.

To learn about ACSS membership, click here.

 

 

Speakers

Barbara Kazmierczak

Export Control,Export Control Innovation Team
SAP

Barb Kazimierczak is a global subject matter expert in export controls and trade sanctions at Kenvue. She also brings extensive experience in antiboycott compliance and anti-corruption practices. Based in Lancaster, Pennsylvania, Barb has over eight years of global trade compliance experience spanning the defense, pharmaceutical, biotechnology, industrial manufacturing, and consumer health industries.

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

Member of the SAP Counsel
Export Controls & Sanctions Compliance
Aman Kakar is a member of the SAP Counsel, Export Controls & Sanctions Compliance with extensive experience in export controls and 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

Keith Huffman is Chief Legal Counsel, Export Control US (Global) at SAP and based in the UK. In this role he serves as legal advisor on U.S. export control and sanctions laws applicable to SAP’s global activities. His responsibilities include adopting and implementing SAP global corporate policies and strategies, helping manage SAP’s global export control and sanctions compliance program, training stakeholders on export control and sanctions requirements, collaborating with SAP legal teams on contract negotiations and advising operations and compliance teams regarding U.S. export control and sanctions laws requirements.

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.

Customer Testimonials

“Very good discussion. It is a difficult topic to bring everyone on board to the same page when it comes to the CACR and I felt the speakers did a good job of establishing a baseline.”

Melisa Riviere, Ph.D., CSS
Director, Custom Academic Programs,
Son Dos Alas

“The speakers were well informed and you could tell they were subject matter experts.”

Melissa Kolby, CES
Senior Global Compliance Analyst, CH Robinson

“Great info to keep in my tool bag as a financial crimefighter.”

Gary Campau
Crowe LLP

“Content was extremely important and crucial to my role. I felt it was very well put together and delivered thoughtfully and with great clarity.”

Erin Block Tomitz
USAA

“I really appreciated the detail and references
on the slides, very helpful.”

Scott Kinney, CAMS
Compliance Manager Global Sanctions Group, Wells Fargo Bank, N.A.

“Great job. Very informative.”

Brianna Long
Senior Compliance Analyst Compliance and Risk Investigations and Analysis, Convera

“I love your concise webinars on real-case analyses—they’re the best way to learn.”

Maja Milinkov
Team Leader of Sanctions and Embargo Unit
OTP Banka

“This webinar was realy intresting, I enjoyed it. Thank you! Hope this kind of testing you are going to provide on basis.”

Vira Nelepa
Senior Sanctions Compliance Specialist
Raiffeisen Bank (Ukraine)

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