Cases & Insights

Cases and technical insights for document-based AX transitions.

A focused entry page for seeing how field documents become structured, how AI-readiness is judged, and how the work connects to execution packages.

Social Economy

Document Refinement for Social Economy Organizations

Target Documents: Business plans, performance reports, grant applications
Core Problem: Repeated administrative documents consume team time
Improvement Impact: Reduced admin burden through document refinement, enabling data-driven decisions

Care & Welfare

Target Documents: Counseling logs, service plans, delivery records
Core Problem: Information scattered across documents prevents integrated search
Improvement Impact: Searchable and analyzable counseling records, improved service quality

Small Business

Target Documents: Quotes, orders, sales records, customer response logs
Core Problem: Offline materials are not connected to online sales
Improvement Impact: Online sales channel integration and inquiry response automation

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WITH PEOPOOL restructured its website journey without discarding existing Korean learning content, student reviews, o...

Social Cooperative Return operated vital community care services, but its legacy website made finding and applying fo...

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

Designing online reservation and catalog structures to create new digital customer acquisition channels while preserv...

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

Replacing spreadsheet and email application pipelines with structured AI intake forms to reduce manual processing del...