Hybrid Assistant for Institutional Excellence

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About the project

The hybrid assistant for institutional excellence is a radical innovative solution based on a holistic methodology for complex evaluation of the institutional condition of public institutions and identification of solutions that overcome established challenges caused by dynamic changes in the environment, as well as continuous monitoring of their performance results, including when measures for improvement are implemented. The methodology is implemented through a web-based application for creation of analytical products and delivery of high-tech services for processing, review and presentation of data on the condition and performance results of public institutions.

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The purpose of the hybrid assistant is to generate a complex assessment of the existing situation, The hybrid assistant generates a complex assessment and a range of solutions based on data and formulation/ implementation of prognostic development models. It is guided by the institutional excellence concept, which is defined as constant, targeted efforts to establish an internal framework of interrelated components:

The total cost of the project is BGN 440,510.00, of which the amount of grant funding from the ERDF through the Competitiveness and Innovation in Enterprises Program 2021-2027 is BGN 264,306.00. The implementation period is 18 months, starting from March 2025. STRATEGMA's contribution to the implementation is BGN 176,204.00.

What is institutional excellence and why is it important?

nstitutional excellence is a modern concept reflecting the internal organisation of an institution that creates potential and capabilities for high-quality performance with capacity to exceed the expectations versus pre-set standards. The institutional excellence has multiple aspects, among them the organisation’s management, the quality of the information it uses, the strategic and operational planning, the analytical capabilities, the setting of standards, the exercised quality control and the achieved results.

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  • What differentiates the institutional excellence from the quality of a given institution is the level of performance and the achieved results: the quality implies correspondence to the set standards, while excellence implies development and exceeding of those standards.

  • Institutional excellence requires systematic and continuous efforts to improve the performance by applying best practice, innovative approaches and evidence-based strategies. It includes leadership, a strategic vision and a progressive team, a focus on public interest and on knowledge and risk management, innovations and sustainability, as well as the respective results.

  • Institutional excellence demands continuous efforts to establish an internal framework of measurable standards and processes that motivate the employees to produce results aligned with the public expectations. The basis for its achievement is the targeted commitment of everyone in the organization, the shared vision for constant improvements and the organizational effectiveness.

The survey

The technology

During the research phase architectures of artificial neural networks are researched for assessment and prognosis of factors with high levels of uncertainty.

Also researched are artificial neural network architectures for solving problems similar to those posed by the project. This involves opportunities for forecasting complex systems depending on numerous factors. The review includes both the more classical feedforward networks and the use of deep learning and multilayered perception.