Education data standard
CASE implementation
CLIPO implements the CASE standard to exchange academic standards and competency data.
Competencies and Academic Standards Exchange
Explore the CASE standard (opens in a new tab)Make progress visible.Make greater growth possible.
A foundation for growth, wherever people learn and work.
We build CLIPO to support teachers through assessment design, scoring, feedback, and learning records. We also develop custom assessment AI for institutions and businesses.
01 Products & services
Teachers stay in charge.
CLIPO supports every step.
CLIPO drafts scoring rationales, feedback, and learning records. Teachers review, refine, and approve the results.
- Assessment design
- Scoring
- Feedback
- Learning records
AI for assessment & scoring
Bring AI scoring into education, training, and competency or certification assessments.
We design and optimize each solution around your assessment criteria and workflows.
- Custom scoring AI
- Built around your assessment goals, criteria, and response formats
- Deployment & integration
- A dedicated assessment system or integration with your existing platform
- Validation & optimization
- Tested and refined using real assessment data
Data analytics & AI development
We turn education and public-sector data into evidence for research and decision-making.
Our work spans dataset development, analysis, and the development of AI models and services.
Selected projects
- 2024–PresentAI models and services for government agencies
- 2024Global Humanities Education Indicators for Secondary Schools
- 2022School Enrollment Decline Index
- 2021Future Education Scenarios: A Big Data Study
02 Technology & research
Leading a national R&D consortium
Ministry of Science and ICT · IITP
National program for advanced foundational AI technologies
Advancing classroom assessment
and learning diagnostics with AI
We develop and validate AI in schools to support personalized learning—from assessing tasks and competencies to diagnosing and tracking what students know.
- Lead organization
- Datadriven
- Total consortium budget
- KRW7.5billion
- Research period
- 4years2023–2026
Research partners
Independently tested by TTA
Telecommunications Technology Association
0.95QWK
Near-perfect scoring agreement
QWK (quadratic weighted kappa) measures agreement between AI scores and the reference scores established for the test. A value of 1 means perfect agreement; larger differences between score categories lower agreement more sharply.
Across all school subjects Around 1,000 distinct classroom assessments
Assessment materials used in the QWK testText scoring test of the underlying assessment AI · Handwriting recognition excluded
Test report TTA-26-02012 · August 2026
Generative AI assessment patents
Patents granted in Korea
3patents
Assessment design, scoring, and learning records
Assessment planning
10-2836071Generate detailed scoring criteria aligned with learning standards and assessment methods.
Scores, rationale, and feedback
10-2841562Generate scores, supporting rationale, and feedback based on rubrics and learning standards.
Learning records
10-2841567Bring assessment results and teacher observations together in learning records, with supporting evidence.
Patent holder · Datadriven Inc.
1EdTech · Open standards for learning (opens in a new tab)
Foundation Member of 1EdTech Korea (opens in a new tab)
CLIPO implements the Competencies and Academic Standards Exchange (CASE) standard to represent academic standards and competencies in a shared, structured format.
Explore the CASE standard (opens in a new tab)CLIPO · Standards & credentials
Korean government security certification
CSAP certified
CLIPO holds Korea’s cloud security certification for public-sector services.
CSAP-2026-006March 3, 2026–March 2, 2031
Certificate registry (in Korean; opens in a new tab)
Korean government designation
Innovative Product
CLIPO is designated as an Innovative Product by the Korean government for public procurement.
Designated in 2025
View product designation (in Korean; opens in a new tab)03 About us
Our principles
We build AI that frees people to focus
on the work they are here to do.
Human judgment at the core.
Everything else, made simple.
Start with judgment and responsibility.
We start with the purpose of the work and its wider responsibilities, then define where people need to decide and take ownership.
Design for decisions people can explain.
People responsible for the outcome must be able to review the work they produce with AI and explain how they arrived at it.
Milestones
- CLIPO earns CSAP certification
Two awards from the President of KERIS
Foundation Member of 1EdTech Korea - Begins supplying AI assessment engines to education authorities
CLIPO designated an Innovative Product for public procurement - CLIPO officially launches
- Selected to lead an AI R&D program
for classroom assessment
Leads an AI training dataset project for assessing students’ career development competencies - Leads an AI training dataset project for student career exploration and counseling
- Leads an AI training dataset project on student and youth competencies
- Selected for the TIPS startup R&D program
- Datadriven founded
Seed investment from SpringCamp
International partnerships
Let’s work together
We welcome partners with the reach and resources to deliver at scale.
We prioritize CLIPO adoption and international expansion, alongside commissioned assessment AI, data analytics and AI development projects.
CLIPO is currently available in Korean. International scope, language support and availability are confirmed through consultation. Public-sector funding and procurement require the relevant approvals.
contact@datadriven.kr