IntelComp: A Competitive Intelligence Cloud/HPC Platform for AI-based STI Policy Making
Leading Member, Prof. Phoebe Koundouri, “Athena” Research and Innovation Center
OpenAIRE – CONNECTing scientific results in support of Open Science
PI, Natalia Manola, “Athena” Research and Innovation Center
PI, Prof. Phoebe Koundouri, International Centre for Research on the Environment and the Economy (ICRE8)
PI, Prof. Phoebe Koundouri, International Centre for Research on the Environment and the Economy (ICRE8)
Association for Computing Machinery ACM, the world’s largest educational and scientific computing society, delivers resources that advance computing as a science and a profession.
TReNDS: Thematic Research Network on Data and Statistics
An initiative of the UN Sustainable Development Solutions Network, the Thematic Research Network on Data and Statistics (TReNDS), mobilizes technical and policy-oriented solutions to advance the data revolution for sustainable development.
Its vision is to transform society through validated scientific knowledge and allow citizens, educators, funders, civil servants and industry to find ways to make science useful for themselves, their working environments and society while its mission is to shift scholarly communication towards openness and transparency and facilitate innovative ways to communicate and monitor research.
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Upload any English-language PDF (policy report, business plan, academic article, etc.) and the AE4RIA SDG Tracker instantly scans the full text and tells you how closely the document relates to each of the 17 UN Sustainable Development Goals (SDGs).
Curious about the underlying method? See Koundouri et al., “Mapping human security strategies to sustainable development goals: a machine-learning approach,” Discover Sustainability, 2025. (SpringerLink)
Choose your file
Make sure the text is selectable (scanned pages need OCR first).
Click “Analyse PDF”
Processing usually takes just a few seconds.
Read the results dashboard
Each SDG icon lights up with a coloured bar:
Green (2) = strong link
Orange (1) = moderate link
(no bar) = little or no link
A legend below reminds you what each goal covers.
Run another document
Hit “Back to Upload” to analyse as many PDFs as you like.
| Tip | Why it matters |
|---|---|
| Use the cleanest version of your file (direct export from Word/LaTeX) | Yields the most accurate results |
| Large annexes of images slow things down | Trim or compress before upload |
| Comparing documents? | Scores are on a fixed 0-2 scale, so results are directly comparable |
This experimental research tool processes your file in memory only and does not store it. Results provide a rapid orientation and should be complemented by expert judgment for formal assessments. Users are responsible for any copyright considerations connected to the material they upload (see notice in the app footer).
Ready? Click below to launch the AE4RIA SDG Tracker and discover which goals your work advances!
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Upload any English-language HTML document (currently supported formats: HTML only) and the AE4RIA AI Skills Tool analyses the content to show:
Note: At the moment, the tool only accepts HTML files and only in English.
Curious about the underlying method? See Koundouri et al., “Transforming documents into workforce insights: AI-enabled mapping of skills, occupations and SDGs,” https://arxiv.org/abs/2503.10094
Choose your file
Make sure to select an HTML document that contains relevant content aligned with the tool’s aim and scope (e.g. EU policies, international or national policies, strategies, or similar texts).
Read the results dashboard
Skills Analysis: A distribution chart of top skills extracted from the document.
Run another document
Hit “Back to Upload” to analyse as many HTML files as you like.
| Tip | Why it matters |
|---|---|
| Use an HTML file with relevant content | Other formats (PDF, DOC, scans) are not accepted at the moment |
| Choose English documents only skill and occupation mapping | Ensures accurate |
| Explore all tabs (Skills, Occupations, Courses, SDGs) | Provides a full picture from competencies to learning pathways |
This experimental research tool processes your file in memory only and does not store it. Results provide a rapid orientation and should be complemented with expert judgment for training, education, or workforce planning. Users are responsible for any copyright considerations connected to the material they upload (see notice in the app footer).
Ready? Click below to launch the AE4RIA AI Skills Tool and explore which skills, occupations, and SDGs your document connects to!
Example files you can test ,If you don’t have a document ready.
Here are some sample HTML files you can try uploading:
Right-click this link → Save link as… → choose a location on your computer → the file will be saved as an .html document.
Koundouri, P., Feretzakis, G., & Alamanos, A. (2025). Integrating AI into Energy Systems: The Approach of the Global Climate Hub. Link
Koundouri, P., Landis, C., & Feretzakis, G. (2025). Semantic Synergy: Unlocking Policy Insights and Learning Pathways Through Advanced Skill Mapping. Link
Koundouri, P., Aslanidis, P., Dellis, K., Feretzakis, G., & Plataniotis, A. (2024). Uncovering the SDG Content of Human Security Policies Through a Machine Learning Web Application. Link
Koundouri, P., Alamanos, A., Plataniotis, A., Stavridis, C., Perifanos, K., & Devves, S. (2024). Assessing the Sustainability of the European Green Deal and Its Interlinkages With the SDGs. Link