Work Package 5 (WP5) is dedicated to showcasing the practical application of the projects' tools and methodologies through pilots in various domains. The primary goals of this work package include outlining the testing scenarios, establishing key performance indicators for each pilot, and validating the efficiency of the proposed AI-based approaches and tools. Validation of results will be carried out through the implementation of three specific Use Cases in different European countries: 1. Monitoring national Recovery and Resilience Plan (RRP) funds in Italy; 2. Transparent management of Slovenian public healthcare funds; 3. Transparent management of foreign aid for rebuilding Ukraine.

Work Package 4 (WP4) will provide tools and technologies designed for the analysis of extensive data gathered from diverse sources, presented in various formats and data types. WP4 focuses on extracting meaningful insights related to corruption, identifying patterns, and uncovering anomalies often concealed within large volumes of data. The initial stage of the analysis pipeline involves delving into multilingual text, images, videos, audio, as well as financial and econometric data. Given the multi-domain nature of this data, WP4 entails the exploration of nuanced patterns, along with linking and merging the insights to generate actionable intelligence. The WP will accomplish the design and development of advanced Artificial Intelligence and Machine Learning multilingual textual analysis and understanding algorithms based on LLM (Large Language Models), NLP (Natural Language Processing), and NLU (Natural Language Understanding) techniques.

Work Package 3 (WP3) will provide technologies for the effective, scalable, and secure management of large datasets, integrating them with CEDs (Common European Data Spaces) in accordance with the development and integration roadmap outlined in WP1 and the data models established in WP2. In addition to the pertinent DataOps, MLOps, and CEDs connectors & APIs, this work package will also guarantee the cybersecurity of CEDAR technologies by conducting thorough cybersecurity risk assessments, implementing security mechanisms, and performing penetration testing.

Within Work Package 2 (WP2), the focus is on identifying and preparing the necessary data to tackle the challenges outlined and implement the plans as presented in WP1. This involves (a) establishing a registry of data to be collected, analysed, and utilized in the use cases; (2) outlining common data models and a methodology for harmonizing and/or aligning data from various sources; and (3) offering a methodology along with supporting technology to ensure the protection of any personal and/or sensitive data.

In Work Package 1 (WP1), there is a focus on enhancing CEDAR's research challenges based on user input. This phase aims to establish a standardized method for developing and assessing innovative technologies. More precisely, WP1 will fine-tune the use cases, formalize and unify requirements, outline solution designs, and establish the comprehensive development and integration plan.