Executive Summary

The program addressed regulatory expectations requiring improved detection and handling of repeat product safety violations within the marketplace ecosystem.

As Senior Program Manager, I led cross-functional coordination across Legal, Policy, Risk, Product, Engineering, and Customer Operations teams to translate regulatory requirements into scalable operational workflows and decision support logic.

The solution enabled Customer Operations teams to identify policy violations more consistently, apply enforcement logic with greater accuracy, and support regulatory readiness aligned with OPSS expectations.

Problem Context

Regulatory Drivers: 

UK OPSS regulatory requirements increased expectations around marketplace responsibility for identifying and managing repeat product safety violations.

The organization required stronger operational capability to:

• identify repeat violators with consistency

• apply enforcement logic aligned with policy requirements

• reduce risk exposure associated with product safety violations

• demonstrate structured compliance readiness

Operational Challenges

The initiative required coordination across multiple organizational layers:

• policy interpretation and translation into workflow logic

• alignment between Legal, Policy, Risk, Product, and CX Operations teams

• operational readiness preparation for new enforcement workflows

• tooling updates enabling frontline decision support

Additionally, large-scale marketplace data required structured decision logic capable of distinguishing between isolated errors and systematic policy abuse patterns.

Solution Approach

The program focused on enabling structured decision support capabilities supporting product safety enforcement.

Core components included:

Detection Logic Enablement

Defined decision logic supporting identification of repeat policy violations aligned with product safety standards.

Operational Workflow Design

Developed workflows enabling Customer Operations teams to consistently apply enforcement decisions using structured tooling and escalation logic.

Governance & Alignment

Established cross-functional governance ensuring consistent interpretation of policy requirements across Legal, Policy, Risk, Product, and CX stakeholders.

Delivery Methodology

Hybrid Execution Model

Implementation followed a hybrid structure combining:

Structured policy translation approach

Policy and legal requirements required controlled translation into workflow logic to ensure regulatory accuracy.

Iterative technical development approach

Engineering teams applied agile delivery practices to iteratively develop and refine detection logic and workflow tooling.
 

Program Leadership & Governance Execution

Led program structure and cross-functional coordination ensuring regulatory requirements were translated into executable delivery plans across GCX, Product, Policy, Legal, and Engineering teams.

Key leadership activities included:

• Developed GCX Support Program Plan defining scope, milestones, dependencies, and delivery sequencing
• Defined RASCI model clarifying ownership across Legal, Policy, Product, Risk, Engineering, and Customer Operations stakeholders
• Designed communication plan enabling consistent updates across regulatory, product, and operational leadership groups
• Established risk register identifying delivery risks, regulatory dependencies, and operational readiness considerations
• Facilitated targeted working sessions to resolve technical blockers and clarify policy interpretation requirements
• Partnered continuously with Legal and Policy stakeholders to maintain alignment as regulatory scope evolved
• Developed and maintained program reporting deck presented within biweekly Regulatory Portfolio governance meetings
• Provided structured progress reporting supporting Steering Committee visibility into readiness status, dependencies, and risk mitigation actions

Continuous Improvement Framework

Plan → Do → Check → Act (PDCA)

Plan
Policy and legal teams defined regulatory interpretation requirements and enforcement objectives.

Do
Risk Engineering and technical teams implemented detection logic supporting identification of repeat violator patterns.

Check
Customer Operations teams validated workflow usability and decision accuracy through operational testing.

Act
Workflow logic and tooling improvements were implemented to improve consistency and scalability.

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Cross-Functional Collaboration

Program success depended on coordinated effort across multiple teams:

Legal & Policy

defined regulatory interpretation and compliance requirements.

Risk Engineering & Data Science

developed logic supporting identification of policy violations.

Product & Engineering

implemented workflow tooling supporting decision support capabilities.

Customer Operations (GCX)

adopted new workflows supporting consistent enforcement actions.

Training & Operational Readiness

Prepared Frontline teams through updated guidance, SOPs, and training programs supporting adoption of new workflows.

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Key Results & Impact

Regulatory Alignment

Delivered structured operational workflows supporting compliance with OPSS expectations.

Enabled Customer Operations teams with clearer decision logic and improved enforcement workflow consistency.

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Governance Framework

Established scalable structure supporting ongoing product safety enforcement initiatives.

Foundation for Future Enhancements

Created baseline architecture supporting expansion of decision support capabilities across additional regulatory environments.

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Lessons Learned

Translating policy into operational logic requires structured governance

Strong alignment between Legal, Policy, Risk, and Operations teams was critical to ensure consistent interpretation and execution.

Operational readiness is as important as technical implementation

Effective adoption required coordinated training, workflow documentation, and change management planning.

Cross-functional decision clarity reduces regulatory risk

Clear ownership structures and decision logic improved execution confidence across teams.

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Future Outlook

The program established a scalable foundation supporting continued enhancement of product safety enforcement workflows and potential expansion into additional regulatory domains.