Scoring service based on internal and external data to automate human decision making.
The client is a legal tech company for flight claims. Users can submit a claim and, if approved, they receive a payment within 24 hours. The company earns money by forcing settlements or winning in court.
Inspecting cases is a complex process and requires a deep understanding of each case’s respective legal context. Paying the user immediately poses high financial risks. Many employees were needed to manually check a variety of conditions and data points, which is error-prone.
We built a machine learning based classification service to automate human decisions:
PYTHOMATION is a software company based in Berlin with a focus on the efficient development of high-quality Python applications using verified tools like Django/Flask and Pandas. We fell in love with Python because of its simplicity and elegance. We are Python & math experts with a long history in the digital world. Specialised in process automation for eCommerce platforms, we build custom-tailored Sales & CRM software, Marketing Automation tools, and scale complex decisions and processes easily with customised algorithms that utilise thousands of data points within seconds.