Source proof for PwC Czech Republic builds a RAG proof of concept on Azure OpenAI for government document handling

…rstands the requirements for the use of generative AI in the government sector. The proof of concept (PoC) application proved the benefits of Generative AI tools. The client aims to introduce new features to positively impact the employees’ a…

…nologies to deliver high-quality services to the citizens. Project deliverables Microsoft Azure OpenAI Integration of Microsoft Azure OpenAI and Web application Retrieval-augmented generation AI framework for improving the quality of LLM-generated responses by basing the…

…veraging Generative AI tools to improve the internal document handling process. The project involved the development of a solution that utilises vector database in tandem with generative AI to search for relevant documentation and respond to documentation-related questions. The project also involved producing a report that maps the legal, ethical and r…

…arch for relevant documentation and respond to documentation-related questions. The project also involved producing a report that maps the legal, ethical and regulatory risks and provides recommendations for their mitigation. PwC’s approach By using a holistic approach to map the situation, PwC developed…

…tLocal)}">{{contentList.loadMoreLabel}} {{contentList.viewAllLabel}} Contact us Patrik Meliš-Čuga Data & AI Governance, PwC Czech Republic Tel: +420 734 692 573 Fax: --> Email Christina Hitrova Digital Ethics and Compl…

…tLocal)}">{{contentList.loadMoreLabel}} {{contentList.viewAllLabel}} Contact us Patrik Meliš-Čuga Data & AI Governance, PwC Czech Republic Tel: +420 734 692 573 Fax: --> Email Christina Hitrova Digital Ethics and Compl…

…tLocal)}">{{contentList.loadMoreLabel}} {{contentList.viewAllLabel}} Contact us Patrik Meliš-Čuga Data & AI Governance, PwC Czech Republic Tel: +420 734 692 573 Fax: --> Email Christina Hitrova Digital Ethics and Compl…

…proach to map the situation, PwC developed an minimal viable product (MVP) that has proved the feasibility of such solution in the government sector. PwC also created a report that explains the risks related to generative AI and…

…GenAI tools in government setting Case Study Share Copy Link Link Copied Close The client requested PwC to evaluate the potential of leveraging Generative AI tools to improve the internal document handling process. The project involved the development of a solution that utilises vector databas…

…erative AI and provides recommendations on how to eliminate them in the future. The main objective was to confirm it is possible to deliver successful implementation of a generative AI solution that significantly reduces the administrative burden for the public sector employees. The project results align with the long-term vision of integrating AI in the go…

…veraging Generative AI tools to improve the internal document handling process. The project involved the development of a solution that utilises vector database in tandem with generative AI to search for relevant documentation and respond to documentation-related questions. The project also involved producing a report that maps the legal, ethical and r…

…nses by basing the model on external sources Regulatory, Legislation and Ethics Comprehensive report on the risks and mitigation strategies of utilising AI in public sector operations What are the benefits? The client now understands the requirements for the use…

…n strategies of utilising AI in public sector operations What are the benefits? The client now understands the requirements for the use of generative AI in the government sector. The proof of concept (PoC) application proved the benefits of Generative AI too…

…proof of concept (PoC) application proved the benefits of Generative AI tools. The client aims to introduce new features to positively impact the employees’ and citizens’ government services experienc…

…icrosoft Azure OpenAI Integration of Microsoft Azure OpenAI and Web application Retrieval-augmented generation AI framework for improving the quality of LLM-generated responses by basing the model on external sources Regulatory, Legislation and Ethics Comprehensive report on the risks and mitiga…

…nologies to deliver high-quality services to the citizens. Project deliverables Microsoft Azure OpenAI Integration of Microsoft Azure OpenAI and Web application Retrieval-augmented generation AI framework for improving the quality of LLM-ge…

…proach to map the situation, PwC developed an minimal viable product (MVP) that has proved the feasibility of such solution in the government sector. PwC also created a report that explains the risks related to generative AI and…

…ent of a solution that utilises vector database in tandem with generative AI to search for relevant documentation and respond to documentation-related questions. The project also involved producing a report that maps the legal, ethical and r…