Case Studies

Projects

Each project follows the SARL structure: Situation, Action, Result, and Learning.

ZEISS Vision Korea

4
Sales Operations2025.02 ~ 2026.03

VTS Contract Process Normalization

Overdue contracts: 40+ down to under 10 Backlog reduced by ~75% Monthly contract pipeline stabilized

Situation

As VTS business grew rapidly, the contract management process was not yet stabilized. Documents, approval flows, and handoff methods were scattered across multiple tools, leaving many contracts unresolved.

Problem

40+ contracts remained unsigned, with no visibility into per-rep document status or delay reasons. This risked monthly revenue recognition and financial close.

Actions

  • 1Audited all pending documents to identify gaps and processing stages
  • 2Built a unified tracker with contract status, owner, delay reason, and required action
  • 3Standardized approval flow with checklists to reduce omissions
  • 4Shared weekly overdue lists with sales team and VTS leader
  • 5Guided individual reps on specific corrections needed
  • 6Established document review, seal, scan, and handoff routine

Results

  • Reduced long-overdue contracts from 40+ to under 10
  • Backlog decreased by approximately 75%
  • Stabilized monthly pipeline of ~20 new contracts flowing to finance
  • Lowered financial and operational risk from delayed contract closures

Learning

Operational improvement starts with turning vague problems into numbers. Once overdue items were visible, delays were classified, and owners were clear, the process became solvable rather than just something to chase.

Sales OperationsContract ManagementProcess ImprovementStakeholder ManagementRisk Management
Data & Intelligence2025.02 ~ 2026.03

Competitor Intelligence System

Internal competitor DB built from scratch Monthly reporting cadence established Info search time reduced for PMs and team leads

Situation

Competitor promotions, product launches, training activities, and management news were scattered across channels, making it difficult for the team to get a unified view.

Problem

Market research was done ad-hoc by team leads and PMs, resulting in fragmented, non-comparable data. A standardized analysis framework was needed.

Actions

  • 1Designed competitor analysis framework around key indicators: new products, B2B/B2C promos, training, management
  • 2Identified and organized primary information sources with monthly monitoring routines
  • 3Standardized data fields: summary, links, images, key implications
  • 4Delivered monthly reports to marketing team lead and PMs
  • 5Documented research guidelines and channel lists for successor handoff

Results

  • Converted scattered market info into a comparable internal database
  • PMs and team leads could track competitor trends without separate research
  • Reduced information discovery and organization time; enabled time-series analysis

Learning

Data value comes from classification criteria, not collection volume. The same information can become decision-grade intelligence or just a record, depending on the framework used to organize it.

Competitive IntelligenceMarket ResearchData StructuringReportingKnowledge Management
Marketing Operations2025.02 ~ 2026.03

PR Operations & Budget Optimization

PR budget optimized for high-efficiency media Kakao channel followers: 1,700 to 2,100+ ~40 content posts managed monthly

Situation

Managed B2B PR media and promotional content at ZEISS Vision Korea. PR operational standards were unclear, requiring prioritization by media efficiency and product launch schedules.

Problem

Under budget constraints, the challenge was not simple cost-cutting but determining which media channels to concentrate on. Product technical features needed translation into customer-benefit messaging.

Actions

  • 1Reviewed existing budget and media-level efficiency comparisons
  • 2Linked product launch schedules to PR timelines for annual planning
  • 3Analyzed product USPs and restructured technical messaging into customer-benefit copy
  • 4Adjusted tone-and-manner per media audience
  • 5Managed vendor communication: manuscript delivery, proof review, revision tracking, publication confirmation
  • 6QA'd final publications for errors, logo placement, layout; scraped results for next cycle

Results

  • Established high-efficiency media-focused PR operating standards
  • Optimized PR budget while maintaining operational quality
  • Kakao channel followers grew from ~1,700 to ~2,100
  • Managed ~40 content postings per month

Learning

In marketing operations, the key is not cutting costs but placing limited budget where it creates higher impact. Judgment about allocation matters more than the amount itself.

Marketing OperationsPR PlanningBudget OptimizationVendor ManagementQuality Control
Project Management2025.02 ~ 2026.03

Executive Meeting Operations

Meeting note lead time cut by ~50% Action item tracking system established Execution miss risk reduced

Situation

Executive meetings discussed many agenda items, but the existing note-taking approach lacked clear accountability and follow-up. The system needed to shift from record-keeping to action-item-driven operations.

Problem

Notes were long but unclear on who should do what by when, making follow-up tracking difficult. Note creation and distribution also took too long.

Actions

  • 1Redesigned meeting note structure around a 3-column system: Action Item, Owner, Due Date
  • 2Used STT and LLM tools to transcribe and structure key agenda items
  • 3Accumulated meeting history in OneNote for searchable reference
  • 4Verified AI summaries against context and executive intent for accuracy
  • 5Standardized templates and processes for successor handoff

Results

  • Meeting note creation and distribution lead time reduced by ~50%
  • Action-item-driven meetings reduced execution miss risk
  • Built a meeting operations system for quick information retrieval across management and departments

Learning

Meeting notes are not records of the past but tools that create future action. Good notes don't contain more information; they make it clear what needs to happen next.

Meeting OperationsAction Item ManagementAI WorkflowExecutive CommunicationProcess Standardization

SAP Korea

4
Customer Advisory2023.07 ~ 2023.12

Customer Advisory Reference Analysis

20+ global references analyzed and structured Cloud migration decision support delivered Proposal credibility strengthened

Situation

Analyzed global consumer goods and entertainment industry references at SAP Korea's Customer Advisory organization to support client cloud migration decisions.

Problem

The client was on-premise and lacked conviction about cloud migration ROI and timing. They needed persuasion through comparable global cases, not just technical specs.

Actions

  • 1Analyzed client business domains and benchmarked against Disney, Nestle, and similar globals
  • 2Classified 20+ references by cloud architecture and pre/post process changes
  • 3Cross-verified news, reports, and public data for reference credibility
  • 4Structured findings into client-friendly PPT materials
  • 5Collaborated with Value Advisory team to frame migration benefits from decision-maker perspective

Results

  • Built a client-customized benchmarking framework
  • Strengthened proposal logic and external credibility
  • Contributed to materials supporting client cloud migration decisions

Learning

Clients respond to business outcomes, not technology itself. When explaining complex solutions, connecting features to the client's pain points and expected outcomes is what matters.

Industry ResearchBenchmarkingValue SellingStakeholder CommunicationBusiness Case Development
Digital Supply Chain2024.01 ~ 2024.06

Digital Supply Chain Operations

LinkedIn post views: 2,000+ Event registrants: 300 leads generated Partner training satisfaction: 4.3/5.0 32-page onboarding guide produced

Situation

Supported content localization, event operations, and partner training at SAP Korea's Digital Supply Chain organization. Bridged global tech assets to domestic customers and partners.

Problem

Technical materials from global events like Hannover Messe were not easily transferable to Korean customers. Partner solution understanding and new intern onboarding also needed operational support.

Actions

  • 1Translated Digital Manufacturing materials and produced Korean subtitles for event footage
  • 2Supported LinkedIn posts and blog series localized for Korean customers
  • 3Supported DSC Innovation Day operations with online-offline marketing flow
  • 4Provided tech setup and interpretation for 20-partner PC+EHS solution training
  • 5Created a 32-page onboarding guide documenting team operational know-how
  • 6Managed Zoom hosting for 60-person intern bootcamp with timetable and contingency planning

Results

  • LinkedIn content reached 2,000+ views
  • Generated 300 valid leads from event registrations
  • Partner training satisfaction: 4.3/5.0
  • Produced onboarding guide improving new hire ramp-up and handoff efficiency

Learning

In B2B, content, training, and events are not separate activities but one connected sales funnel. Converting global assets into local customer language and making them actionable for partners builds the foundation for revenue opportunities.

Content LocalizationPartner EnablementSales OperationsEvent OperationsOperational Excellence
Employee Experience2024.07 ~ 2024.12

Growth Pillar Operations

Mentorship participation: 300% increase Mentoring satisfaction: 4.29/5.0 WISET event: 43 participants, 97.7% satisfaction

Situation

Supported mentoring, book clubs, internal communications, and external partnership events at SAP Korea's Growth Pillar organization.

Problem

Existing mentoring and internal programs lacked structural mechanisms to drive participation. Participants needed to clearly feel the program's value through improved operations, content, and communications.

Actions

  • 1Improved Customer Advisory mentoring program participation methods and communications
  • 2Designed program flow considering mentor and mentee needs
  • 3Supported book club and growth program experience improvements
  • 4Supported WISET event operations, designing touchpoints between external and internal participants
  • 5Collected post-program satisfaction data and derived improvement directions

Results

  • Customer Advisory mentorship participation increased 300% from baseline
  • Mentoring satisfaction: 4.29/5.0
  • WISET event: 43 participants with 97.7% satisfaction

Learning

Culture programs do not succeed on good intentions alone. Participants need to clearly feel why their time is worthwhile, and the experience after participation must be designed for the program to be sustainable.

Program OperationsCommunity DesignMentoring ProgramInternal CommunicationEngagement Management
Global Event Operations2024.07 ~ 2024.12

Global Event Operations

13-country intern event operated Average satisfaction: 4.85/5.0 Sponsorship and employee experience programs supported

Situation

Supported global intern events, sponsorship events, and employee experience programs at SAP Korea. Required operational capabilities considering diverse countries, cultures, and time zones.

Problem

Global events involve participants from different countries and cultural backgrounds with complex scheduling and communication. Large-scale events prepared on short timelines required precise role division and fast communication.

Actions

  • 1Designed program flow and operations for a 13-country intern event
  • 2Prepared icebreakers, session flows, and guidance messages for participant experience
  • 3Communicated with global HQ and internal stakeholders to track progress
  • 4Supported FC Bayern Munich visit sponsorship event and employee experience programs
  • 5Managed crisis response with quick reporting and backup plan activation

Results

  • 13-country intern event: average satisfaction 4.85/5.0
  • Built global communication and event operations experience
  • Learned the importance of participant experience, operational stability, and crisis response in large events

Learning

The core of event operations is not flashy on-stage production but pre-building structures so the flow does not break even when problems arise. Good operations start with invisible design that prevents participants from feeling any discomfort.

Global CommunicationEvent PlanningProgram FacilitationStakeholder ManagementCrisis Response

Chung-Ang University

2
Academic Project2021.12

Eco-friendly Logistics Innovation Competition

Grand Prize (Best Award) winner India-market eco-pallet and eco-box solution Connected ESG with logistics efficiency

Situation

Designed a solution addressing eco-friendly logistics materials and cold-chain problems targeting the Indian market for a university logistics innovation competition.

Problem

Tightening global environmental regulations made existing styrofoam and wood pallets costly and environmentally limited. India's cold-chain demand was growing but transport conditions and waste infrastructure were constrained.

Actions

  • 1Analyzed India's climate, transport environment, cold-chain demand, and waste processing challenges
  • 2Proposed replacing wood pallets with biodegradable alternatives
  • 3Designed an inorganic-coated textile Eco-box solution replacing styrofoam
  • 4Engineered a reusable circular logistics system with cost and waste reduction projections
  • 5Combined ESG perspective with operational efficiency for business viability

Results

  • Won Grand Prize at the Eco-friendly Logistics Innovation Competition
  • Recognized for India-market specificity and solution practicality
  • Validated strategic thinking that solves environmental problems through business logic

Learning

Logistics strategy is not just about moving goods. It requires simultaneously considering national infrastructure, climate, regulations, and cost structures. Sustainability gains real adoption potential only when backed by business viability.

Market AnalysisSustainable LogisticsESG StrategyBusiness PlanningProblem Solving
Academic Project2019.05

Debate Competition

1st place in university debate competition Completed CEDA debate with teammate deficit Demonstrated crisis response under pressure

Situation

Participated in a CEDA-format debate on hate speech regulation based on the book 'When Words Become Weapons' at Chung-Ang University.

Problem

A teammate unexpectedly dropped out, forcing the remaining members to cover all research, opening arguments, cross-examination, and rebuttals with reduced headcount.

Actions

  • 1Redesigned roles for remaining members and prioritized research scope
  • 2Structured pro/con arguments in MECE format
  • 3Prepared scenario-based rebuttals and designed cross-examination flows
  • 4Increased argument density and precision to compensate for fewer speakers
  • 5Led the full flow: opening, cross-examination, and rebuttal

Results

  • Completed the competition despite teammate deficit
  • Won 1st place at the university debate competition
  • Demonstrated that disadvantages can be overcome with logic and preparation

Learning

In a crisis, the priority is redesigning a winning structure with remaining resources rather than lamenting what is lost. Persuasion comes from the precision of logic and strength of evidence, not volume of voice.

Critical ThinkingPersuasive CommunicationCrisis ManagementLogical ReasoningTeamwork