ITACON helps companies grow and successfully manage the challenges of the digital world. Whether it is project management, cyber security, personal data protection or IT architecture, we are ready to bring our experience and the latest technologies to make your business or public administration services more efficient.
Summary
Itacon needed to generate comprehensive risk analyses from simple URLs. We created an AI system that profiles companies and delivers detailed risk assessments. The solution has revolutionized their risk analysis capabilities.
Challenge
What was the problem
The goal of the project was the development of AI solution responsible for collecting information about company, and based on this generate a comprehensive risk analysis.
The input to the solution is a simple URL.
- Risk Analysis
- Address and Legislative Form
- Business Area
- Asset List
Solution
How we solved it
We created a system that profiles companies and delivers detailed risk assessments, including legislative forms, business areas, and asset lists.
By combining a pre-trained LLM model with a specialized prompt-based system, we streamlined the process with minimal inputs.
The core challenge was a creation of a solution capable of understanding company profile and build custom-made risk analysis. at the same time
We also built feed-back loop pipeline to enable users intervened in the process of generating asset to improve the solution in the future.
Combination of a pre-trained LLM model with specialized prompt-based system enabled us to build entire solution with as little inputs as possible.
Tools & means
- Python
- FastAPI
- OpenAI
- LangChain
Outcomes
What has changed
The ability to generate a comprehensive risk analysis from a simple URL became a game-changer for Itacon.
The thorough company profiling, asset generation, and meticulous risk assessment we provided has significantly enhanced their process.
Morevover, the solution, enhanced by a feedback loop pipeline, has revolutionized Itacon’s risk analysis capabilities, providing thorough and efficient assessments.