
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.
Contact Information
Skills & Expertise
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
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- Drove $6.7M margin improvement through LLM-based Gen-AI automation across 22 processes
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- Generated $8.5M in savings across 23 operations teams through Kaizen initiatives at AWS
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- Improved $900M+ annual revenue predictability across 51 countries by standardizing order-to-cash
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- 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
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- Orchestrated enterprise-wide operational transformation across 22 processes through unified standards and LLM-based Gen-AI automation
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- Led 30+ cross-regional program managers in parity efforts, cutting manual effort 50% and cost $300K
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- 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
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- Reduced global invoice error rate 33% and correction time 67% through process governance
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- 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
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- Generated $8.5M in savings across 23 operations teams through systematic Kaizen initiatives
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- Simplified decision-making for 80% of sales opportunities through prioritization frameworks
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- 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
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- 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
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- 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.
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Gen-AI + Operations at Scale
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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.
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True Global Scale
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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.
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Financial Rigor
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From Ernst & Young audit to J.P. Morgan wealth management to AWS revenue operations - Lilia understands the money, not just the process.
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Institutional Recognition
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The 2025 AMXL Grande Award for Customer Experience is a nomination-based recognition by senior leadership for maintaining relentlessly high standards.
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Speed of Impact
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$8.5M in Kaizen savings. 60% manual work elimination. 40% faster deal approval. 33% error rate reduction. Lilia delivers measurable results quickly and consistently.
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Yale MBA + Amazon Discipline
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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
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- Map current processes, governance structures, and pain points
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- Identify top 3-5 quick-win opportunities for immediate impact
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- Assess existing data infrastructure and reporting capabilities
-
- Build initial operational dashboard with baseline KPIs
-
- Establish communication cadence with cross-functional leaders
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- 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
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- Design global standards framework or process improvement blueprint
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- Evaluate AI/automation opportunities across manual-heavy workflows
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- Build cross-functional working groups for priority initiatives
-
- Develop change management plan for organizational adoption
-
- Create measurement framework with leading and lagging indicators
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- 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
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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