Lilia Zuhara

Lilia Zuhara

Global Transformation Leader | $6.7M Margin Improvement via Gen-AI | Amazon Logistics & AWS | Yale MBA

Global transformation leader who turns complex, multi-continent operations into scalable, repeatable systems that drive measurable results. With 10+ years spanning Oil & Gas, FinTech, Tech, and Logistics across five continents, Lilia architects the governance infrastructure and AI-powered automation that lets large organizations move faster and work smarter. At Amazon, she built the global standards framework connecting five VP-level organizations across $17B+ in annual goods sold — and was recognized with the 2025 AMXL Grande Award for Customer Experience.

Denver, CO
Global Standards Leader, Amazon Logistics (AMXL) at Amazon
MBA, General ManagementYale School of Management (2018)

Skills & Expertise

Global Operations & StandardsAI/Gen-AI AutomationLean Six Sigma (Green Belt)Revenue OperationsProcess Governance & OptimizationCross-Functional LeadershipChange ManagementProgram ManagementStrategic PlanningStakeholder ManagementKaizen & Continuous ImprovementAWS Certified Solutions ArchitectAWS Certified AI Practitioner

Lilia transforms how global organizations operate - turning complexity into clarity and ambiguity into scalable systems that drive measurable results across five continents.

With 10+ years spanning Oil & Gas, FinTech, Professional Services, Tech, and Logistics, she builds the infrastructure that lets complex organizations move faster and work smarter.

What makes Lilia different:

Lilia doesn't just optimize processes - she architects the governance systems, benchmarking frameworks, and AI-powered automation that create lasting operational excellence at enterprise scale.

She has led global transformation across two distinct challenges: building standards from scratch for organizations that never had them, and modernizing legacy operations that needed to scale globally. In both cases, she brings a rare combination of financial rigor, operational depth, and genuine cross-cultural fluency.

Track Record:

  • Architected Amazon's global standards infrastructure: $17B+ network, 5 VP-level organizations, 5K employees across 5 continents
    • Drove $6.7M margin improvement through LLM-based Gen-AI automation across 22 processes
    • Generated $8.5M in savings across 23 operations teams through Kaizen initiatives at AWS
    • Improved $900M+ annual revenue predictability across 51 countries by standardizing order-to-cash
    • 2025 AMXL Grande Award for Customer Experience - nomination-based recognition by leadership

Lilia's signature capability is building governance infrastructure that creates consistency and accountability across massive, complex organizations.

Amazon Logistics (AMXL) - Global Standards Leader
Dec 2023 - Present

The Challenge: Amazon's heavy-bulky logistics network spans five continents, five VP-level organizations, and $17B+ in annual goods sold - but lacked unified operational standards.

What Lilia Built:

  • Architected a global parity infrastructure that benchmarks performance gaps and implements best practices across the entire network
    • Orchestrated enterprise-wide operational transformation across 22 processes through unified standards and LLM-based Gen-AI automation
    • Led 30+ cross-regional program managers in parity efforts, cutting manual effort 50% and cost $300K
    • Extended 25% operational cost savings beyond Europe through a 3P Logistics negotiation playbook

The Result: $6.7M margin improvement. Recognized with the 2025 AMXL Grande Award for Customer Experience.

AWS - Senior Revenue Operations Manager
Mar 2020 - Jul 2022

The Challenge: AWS's fast-scaling cloud business needed standardized revenue operations across 51 countries.

What Lilia Built:

  • Standardized the worldwide order-to-cash mechanism, guiding five managers across NA, Latin America, and Europe
    • Reduced global invoice error rate 33% and correction time 67% through process governance
    • Streamlined Latin America's invoicing with Six Sigma, reducing cycle time 60%

The Result: Improved $900M+ annual revenue predictability across 51 countries.

Lilia doesn't just improve processes - she builds the adoption frameworks and toolkits that make continuous improvement self-sustaining across entire organizations.

AWS - Senior Program Manager, Continuous Improvement (ACES)
Jul 2022 - Dec 2023

The Challenge: AWS needed to scale Lean Six Sigma adoption across thousands of employees while transforming sales operations workflows.

What Lilia Built:

  • Created a comprehensive Lean Six Sigma adoption framework - including prioritization mechanism, improvement playbooks, and templates - scaled to 3K employees
    • Generated $8.5M in savings across 23 operations teams through systematic Kaizen initiatives
    • Simplified decision-making for 80% of sales opportunities through prioritization frameworks
    • Accelerated sales cycle by automating deal approval workflow, cutting submission time 40%

The Result: $8.5M in savings. Lean Six Sigma embedded as a self-sustaining capability across operations teams.

Amazon Transportation Services - Program Manager
May 2019 - Mar 2020

The Challenge: Annual $3.8B cost allocation process was heavily manual and error-prone.

What Lilia Built:

  • Collaborated with Accounting and Tech teams to automate the cost allocation process
    • Eliminated 60% of manual work while improving accuracy

The Result: Scalable automation that freed finance teams to focus on strategic analysis.

Lilia's career is defined by her ability to lead across borders, cultures, and complexity levels - from Jakarta to Singapore to San Francisco to Seattle to Denver.

Languages: English (native), Indonesian (native), Spanish (limited proficiency)
Continents of Operation: Asia, North America, South America, Europe, Africa, Australia

Education:

  • Yale School of Management - MBA, General Management (2016-2018)
  • Teaching Assistant, Behavioral Economics | Chairperson, Southeast Asia Club & Yale Indonesia Forum
    • University of Indonesia - Bachelor's Degree,

The Rare Combination

Most operations leaders are either process experts or people leaders. Lilia is both - and she adds a third dimension that's increasingly rare: genuine AI automation expertise applied to enterprise operations.

  1. Gen-AI + Operations at Scale

  2. She doesn't just talk about AI - she deployed LLM-based automation across 22 enterprise processes, delivering $6.7M in margin improvement. This is hands-on, production-level AI transformation.

  3. True Global Scale

  4. Five continents. Fifty-one countries. $17B+ network governance. This isn't "international experience" on a resume - it's genuine cross-cultural operational leadership built over a decade.

  5. Financial Rigor

  6. From Ernst & Young audit to J.P. Morgan wealth management to AWS revenue operations - Lilia understands the money, not just the process.

  7. Institutional Recognition

  8. The 2025 AMXL Grande Award for Customer Experience is a nomination-based recognition by senior leadership for maintaining relentlessly high standards.

  9. Speed of Impact

  10. $8.5M in Kaizen savings. 60% manual work elimination. 40% faster deal approval. 33% error rate reduction. Lilia delivers measurable results quickly and consistently.

  11. Yale MBA + Amazon Discipline

  12. Elite strategic education combined with 6+ years of Amazon's operational rigor. She can think at the 30,000-foot level and execute at the ground level.

Focus: Understand the current state, identify quick wins, build relationships.

  • Conduct stakeholder interviews across all key functions and regions
    • Map current processes, governance structures, and pain points
    • Identify top 3-5 quick-win opportunities for immediate impact
    • Assess existing data infrastructure and reporting capabilities
    • Build initial operational dashboard with baseline KPIs
    • Establish communication cadence with cross-functional leaders
    • Deliver: Current State Assessment with prioritized opportunity map

Focus: Deliver quick wins while designing the transformation roadmap.

  • Execute top quick-win initiatives targeting measurable results within 30 days
    • Design global standards framework or process improvement blueprint
    • Evaluate AI/automation opportunities across manual-heavy workflows
    • Build cross-functional working groups for priority initiatives
    • Develop change management plan for organizational adoption
    • Create measurement framework with leading and lagging indicators
    • Deliver: Transformation Roadmap with 6-12 month execution plan

Focus: Launch flagship initiatives and build self-sustaining capabilities.

  • Launch first major transformation initiative with full execution plan
    • Deploy initial AI/automation pilot with measurable ROI targets
    • Establish governance structure for ongoing standards management
    • Build playbooks and templates for team adoption and scale
    • Present progress review to leadership with quantified results
    • Set 6-month and 12-month milestones with accountability framework
    • Deliver: Phase 1 Results Report with scaling plan for organization-wide rollout

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