Cooperative Work-Integrated Education

CWIE66 Analytics

Sripatum University — Faculty of Entrepreneurship Creation — Academic Year 2568

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Distribution

Charts

Document Types

Industry Sectors

Project Topic Frequency

Documents per Student

Companies

By student placement

Marketing Competitor Intelligence

Deep Analysis

How to Compete Against These Players

Their Pattern

All competitors use CWIE interns as primary labor for content creation, system building, and marketing ops. This means they run lean but with high turnover every 6 months.

Technology Gap

Only KeyCoin has a real tech stack (Next.js/Supabase). Others use Google Sheets, manual processes, or basic social media tools. AI-powered automation beats all of them.

Service Gap

Nobody offers measurable ROI upfront. Illuminati LTD's relationship-based approach + small wins (42% pilot ROI) is unique. Others sell packages, not outcomes.

Your Edge

You have the tech infrastructure (Frequency Memory, AI proxy, mesh agents) that none of them have. Offer data-driven marketing with provable results at scale.

Notable Projects

Highlights

Student Roster

32 students
ID Name Docs Company Category

Key Insights

Observations

SCB Protect Dominance

22% of the cohort (7/32 students) interned at SCB Protect, suggesting a formal university–industry partnership agreement.

International Placement

Only 1 student had an international placement (Illuminati LTD, Israel). Her project showed the most sophisticated methodology with 42% ROI in a pilot.

Gen Z Focus

SCB Protect students targeted Gen Z insurance misconceptions through digital media — a forward-looking approach to financial literacy.

Operations Manuals

Multiple students worked on operational guidebooks — practical but indicating a pattern of standardized, low-innovation assignments.

Vectorization

All 82 documents embedded with qwen3-embedding:0.6b locally at ~13ms/text, producing 1024-dim vectors for semantic search.

Cohort Supervision

Multiple students share advisor Aj. Peeraya Sukkitje, suggesting a cohort-based supervision model across the program.