Accelerating Entrepreneurship


Meet welki-ai.


welki-ai  is a B2B SaaS product that democratises generative AI to automate financial statement workflows for SMBs offering financial services.

The Team

Niklas Weller


Despite often long working hours, a significant proportion of the time of junior employees in the financial services sector is spent on repetitive and tedious tasks. One of these mundane but crucial tasks is financial statement data extraction into templates with company-specific analyses. It is time-consuming for these highly skilled employees and prone to human error. On top of that, the pre-made data analysis templates might not be able to discover all insights in the financial data, due to the inherently rigid approach to data analysis.


welki-ai  aims to substitute the basic level of human intelligence that is currently required to successfully extract financial data through artificial intelligence by building a sophisticated web application leveraging foundational large language models. By offering an out-of-the-box solution that allows for flexible and personalised data extraction and analysis for financial statement workflows, a state-of-the-art generative AI solution is made accessible to small and medium-sized businesses. 


The primary target market consists of small and medium-sized businesses in the financial sector, which regularly receive and analyse financial statements. These include M&A consultancies, private equity funds, auditors, tax advisors and more.


Niklas Weller LinkedIn