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Cases & Technical Insights

Explore document-driven AX transformation cases, operational automation patterns, and technical insights from real fields.

INSIGHTS ARCHIVE

Field Cases & DX Technical Knowledge

Explore how field documents are structured, how AI feasibility is diagnosed, and how they connect directly into real execution packages.

Marketing Angle Conversion Angle Operations Angle

VIEW 01

Why traffic does not become inquiry

We identify where bottlenecks happen across the first screen, message, and CTA structure.

VIEW 02

Which layouts & flows create real conversion

We organize insights focusing on structure over prose and flow over pure visuals.

VIEW 03

Connecting inquiry through to operations

We cover how response and management should continue after a lead is generated.

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Featured Case

CASE BOARD

WITH PEOPOOL Case Study: Expanding to 8 Languages While Preserving Core Assets

WITH PEOPOOL restructured its website journey without discarding existing Korean learning content, student reviews, or 1:1 feedback systems. The platform expanded from 5 to 8 languages, creating a seamless conversion ...

Insight 2026.08.14 Step 1: Diagnose

Target Segment

Small Business

Key Challenge

AI Marketing

Expected Change

Inquiry Conversion Improvement

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What Changed in This Case

  • Preserved existing learning materials and student reviews.
  • Connected learning, inquiry, and assignment flows into a unified service journey.
  • Established an expandable foundation for new languages and global students.

Execution Cases & Articles

Field Cases & Technical Insights

Sharing real-world field processes from problem identification to AI/AX execution and performance.

AI Marketing Disabled standard workplace Step 1: Diagnose

Nara MNM Case Study: A Corporate Website Connecting Manufacturing Strength with Social Impact

Nara MNM built a corporate web platform leveraging parent company Nara Mulsan's apparel manufactu...

Operations Management Merchant / Local Step 3: Scale

Merchant Execution Model: Expanding Offline Operations into Online Sales & Reservations

Designing online reservation and catalog structures to create new digital customer acquisition ch...

Document Ops Social economy Step 2: Build

Social Economy Model: AX Operational Innovation Reducing Public Documents & Settlement Files

Automating public grant proposals, reporting, and settlement documents to dramatically reduce adm...

Application Ops Small Business Step 2: Build

Small Business Execution Model: Transitioning Manual Application & Intake Processes to AI Automation

Replacing spreadsheet and email application pipelines with structured AI intake forms to reduce m...

Customer Support Merchant / Local Step 2: Build

Merchant Execution Model: Response Automation Turning Repetitive Inquiries into AX Workflows

Designing automated KakaoTalk and web consultation flows to handle daily operating hours, menu, a...

AI Marketing Social economy Step 1: Diagnose

Social Economy Model: Monetizing Field Activities & Impact into AI Marketing Conversions

Transforming social enterprise activity records and impact reports into high-converting landing p...

AI Marketing Small Business Step 1: Diagnose

Social Cooperative Return Case Study: Upgrading a 10-Year-Old Welfare Site into an Accessible Mobile Journey

Social Cooperative Return operated vital community care services, but its legacy website made fin...

AI Marketing Disabled standard workplace Step 1: Diagnose

WITH PEOPOOL Case Study: Expanding to 8 Languages While Preserving Core Assets

WITH PEOPOOL restructured its website journey without discarding existing Korean learning content...

Execution Partner

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Connect your scattered field assets into a performance-driven DX/AX system.