Itacon: Business risk areas generation​

Challenge

Motivation to change

The goal of the project is the development of AI solution responsible for collecting information about company, and based on this generate a comprehensive risk analysis. ​

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The input to the solution is a simple URL with following outputs:​

• Risk Analysis

• Address and Legislative Form​

• Business Area​

• Asset List​

Solution

Change delivery

The core challenge is a creation of a solution capable of understanding company profile and build custom-made risk analysis.​

We also build 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

Change outcomes

Working with us has been a game-changer for them. Our ability to generate a comprehensive risk analysis from a simple URL is unparalleled. The thorough company profiling, asset generation, and meticulous risk assessment we provide have significantly enhanced their process.​

Used services