SUMMETIX completes study on hotel and restaurant ratings in Frankfurt’s railway station area
On behalf of Eigentümerinitiative Bahnhofsviertel (The Railway Station Area Owners’ Initiative), SUMMETIX conducted a study on hotel and restaurant reviews on Google Maps over the last few years. The study focused on the area around Frankfurt’s central train station and highlights how local businesses are being impacted by the reputation of the area. While there […]
Why do we need arguments in RAG?
RAG (Retrieval-augmented Generation) is only as good as the retrieval. If retrieval fails, the LLM will either still make up an answer (and possibly hallucinate), or simply not be able answer the question. For example, ChatGPT (in its latest 4o version and using web search) is very good in providing reasonable answers to questions about […]
Unlocking competitive advantage with AI argument clustering
How do you best capture emerging trends before it is too late? summetix changes the landscape with its powerful argument clustering capabilities. It’s time to retire the word cloud. While it may provide a surface-level understanding, it often falls short in revealing the deeper context behind the data. Run a word cloud on customer reviews […]
Spotting Product Pipeline Issues Six Months in Advance: A Case Study
Timely identification of product issues can make the difference between leading the market and falling behind. Recently, SUMMETIX helped a leading oral health technology company anticipate product problems six months in advance, showcasing the power of advanced analytics and AI-driven insights. The Challenge Our customer, a global leader with operations in almost every country, faced […]
Blog post: Unveiling Neo Bank Challenges – Insights from App Store Reviews
Unveiling Neo Bank Challenges – Insights from App Store Reviews This blog post was originally posted on LinkedIn. Please visit the post there to engage with comments. As the fintech industry continues to revolutionize traditional banking, the emergence of Neo Banks has been met with both excitement and skepticism. These digital-first institutions promise convenience, innovation, […]
A Comparative Exploration of Weight Loss Medications
The fight against obesity has become a pressing public health issue today. Especially after multiple articles around Eli Lilly`s record-breaking factory opening in Alzey, Germany. With alarming obesity rates affecting almost half of the female and more than 60% of the male population in Germany, and a considerable proportion of the population suffering from obesity, […]
Enhancing Retrieval-Augmented Generation with Argument Mining: A Paradigm Shift in AI
Retrieval-Augmented Generation (RAG) has emerged as a game-changer, integrating the power of generative AI with an organization’s internal data. The traditional retrieval approach, which often relies on semantic search in vector databases, comes with several challenges, such as limited search context and increased storage and computational costs. At summetix, we have taken a revolutionary approach […]
Recent Job Openings
summetix currently has multiple job openings, among others we are looking for fullstack developers, sales assisstance and working students (IT and business support). If you’re interesting in working with us, get in touch via jobs@summetix.com.
summetix is Frankfurt Forward’s Startup of the Month (August)
summetix has been named Startup of the Month August 2023 by Frankfurt Forward. As a project of the Wirtschaftsförderung Frankfurt, Frankfurt Forward promotes the further development of innovation and digitalization in Frankfurt am Main.
Publication alert: Crowdsourcing on Sensitive Data with Privacy-Preserving Text Rewriting
Most tasks in NLP require labeled data. In this recently published paper (at the 17th Linguistic Annotation Workshop held in conjunction with ACL 2023), we investigate how removing personally identifiable information as well as applying differential privacy rewriting enables using crowdsourcing for text with privacy-relevant information.