AI-assisted public authority reporting with source references
Public authorities work daily with large volumes of legislation, administrative regulations, guidelines and internal documents. Research into these sources is time-consuming and it also needs to be documented. An AI-assisted research system can automatically analyse administrative texts and generate structured reports. Each statement is linked to the corresponding original source. This produces fact-based analyses whose content remains verifiable at all times.
The AI-assisted public authority report with source references helps specialist departments find relevant information more quickly, and to prepare and document it transparently. However, many solutions currently available on the market pose risks in terms of data protection and control because sources are not cited in a traceable way, or processing takes place in foreign cloud infrastructures. As a result, use with confidential internal documents is often only possible with additional anonymisation.
Challenges in public administration
Many administrative processes are based on extensive document repositories. Information is often spread across multiple sources. For staff, this means time-consuming research. Relevant information must be compiled from different documents, then checked before being prepared for processing.
Typical challenges include:
- High time expenditure when searching for information: Searching extensive document repositories can consume a lot of working time.
- Complex interrelationships between different documents: Laws, guidelines and internal rules are often interconnected and must be considered together.
- High requirements for traceability and documentation: Decisions in public administration must be transparently documented. Source references are therefore essential.
- Risk of errors in manual analysis: When information is compiled manually, important details may be overlooked or misinterpreted.
Particularly in public administration, the following applies: results are only reliable if they can be substantiated by transparent evidence.
The AI use case: Public authority reporting with automatic source referencing
An AI-assisted research system can automatically analyse administrative texts and use them to generate structured reports. For IT managers, maximum control is the top priority: Administrators centrally define which documents, knowledge bases or websites may be used as trusted sources, and approve them when required. There is no automatic access to the open internet. This keeps the use of information fully controllable and explainable. Each AI response includes precise source references at sentence or section level, and remains transparent and traceable for staff, IT departments and security teams (explainable AI).
The AI accesses different document types, such as:
- legislative texts or official notes
- administrative regulations
- internal documentation
- guidelines or work instructions
Based on an enquiry, the system creates a thematic summary of the relevant content. Each generated statement is automatically linked to the corresponding source.
Sources can, for example, be presented as:
- direct links to specific parts of documents
- highlighted passages in the original text
- references within the report
This means users can always see why a piece of information was generated.
How the public authority report works
The AI-assisted public authority report is based on several processing steps:
The result is a clear report that enables both a quick overview and detailed review.
Practical example from public administration
A specialist department needs to compile an overview of current regulations in public procurement law. To do this, several documents normally have to be reviewed, such as legal texts, administrative regulations and internal guidelines.
With an AI-assisted research system, the specialist department can instead focus on writing an enquiry. The system analyses the available documents and automatically produces a structured report.
The report includes:
- a summary of the key regulations
- structured thematic sections of confidential documents
- direct references to relevant legislative provisions
Staff can immediately verify each statement in the original document and then reuse the report as needed.
The solution: Assistent.iQ
Assistent.iQ enables these type of use cases for public administration.
The AI application analyses large document collections, supports semantic search, and generates structured reports with transparent source references. This enables public authorities to access information more quickly while ensuring that results remain explainable. A special feature is the integrated reasoning mode: The AI independently plans its processing steps and uses defined tools (MCP) and AI agents for this purpose. This allows routine outputs, such as reports based on meeting minutes, analyses of extensive academic papers or annual reports, to be generated automatically. This agent-based approach supports not only research, but also the creation of new texts.
The application is operated at BSI protection level “high”, providing security and trust “Made in Germany”. Procurement is straightforward via the govdigital webshop or the Bundesdruckerei webshop. Assistent.iQ was developed specifically for use in public administration and helps public authorities integrate AI applications into their work processes in a safe and controlled manner.