Artificial Intelligence

The future is now and AI is influencing a lot of aspects of our lives – it already changed the way we are doing business, communicate, develop ourselves, care for us and people around us and many more. 

That’s why – for example Gartner expects that by 2023, one-third of companies that have implemented IoT will also have implemented AI in conjunction with at least one IoT project. AI is also viewed as one of the 5 biggest technology trends.

Is your company ready for the AI revolution?

Artificial intelligence
Revolution

What is the Artificial intelligence (AI)?

AI is an interdisciplinary science with multiple approaches, but advancements in machine learning and deep learning are creating a paradigm shift in virtually every sector of the tech industry. 

AI is a is wide-ranging branch of computer science concerned with building smart machines capable of performing tasks that typically require human intelligence. AI is an interdisciplinary science with multiple approaches, but advancements in machine learning and deep learning are creating a paradigm shift in virtually every sector of the tech industry. 

Why the expected impact of AI is so large? 

From now, machines will be  able to perform tasks that were so far reserved only for humans. The only difference is that the previous revolutions concerned physical tasks, while the AI one relates also to a subset of cognitive tasks like analytics, recognition, forecasting, spotting trends, spotting anomalies, etc. 

And thanks to the fast development of AI subsystems these tasks will be able to be performed faster, with more precision and at the fracture of cost. Those changes will lead to the point, where implementing AI into existing systems will be cheaper, easier and faster, which will lead to global popularization and mass usage of AI-based solutions. 

AI in
Thaumatec

What is necessary for the most of the AI use cases is data. And this is where the current and future customers of Thaumatec are in a strong position – the software embedded in our client’s products and the IoT solutions with their HUBs are able to provide a lot of data. The data that can be turned into value for our clients and their end users. A few examples of where AI already brings value to product organisations around the world are:

  • improving the product ability to analyze and interpret the environment and the measured signals,
  • extending the product functionality with capabilities like image, sound or natural text recognition,
  • enhancing the product with possibility to recommend basing on historical patterns and environment around, 
  • automating the product by allowing it to make autonomous decisions based on historical knowledge and current state, 
  • understanding of the product usage patterns and issues that leads to better understanding of the end-users needs, which leads to improved product and more satisfied customers,
  • understanding of differences between end-users that leads to better segmentation and personalisation of products and services offerings, which results in increased revenue and satisfaction,
  • analysis of the products operation patterns that leads to predictive maintenance and lower costs of operation,
  • analysis of the products utilisation patterns that leads to recognition of abnormal and potentially fraudulent behaviours, which increases the product reliability and security,
  • last but not least, the product data may become a new product itself, allowing it to generate completely new revenue streams. 
Our
skills

DATA SCIENTIST

  • Computer vision: object detection, object recognition, picture generation (various architectures of CNN, GAN, transfer learning, autoencoders, …)
  • Natural Language Processing: translations, text generation, text summarization, topic modelling, sentiment analysis (TFiDF, Word2Vec, BERT, GPT-3, …)
  • Predictive modeling (time series: prophet, arima; classification, regression: random forests, Xgboost, deep learning, …)
  • Optimization (Genetic Algorithms, Bayesian Optimization)
  • Recommendation engines (collaborative, content based, hybrids, reinforcement learning ….)
  • Anomalies detection (clustering, dimensionality reduction)
  • Simulations (Monte-Carlo, reinforcement learning)
  • Software development (Python: pandas, …… , R)
  • Data Visualization (matplotlib, …. , Tableau, PowerBI)

DATA ENGINEER

  • All kind of databases (sql, non-sql), data warehouses (cloud and on-premise) and data lakes
  • Big data ()
  • Software development (mostly Python with a strong focus on the data side: pandas, …)

ML ENGINEER

  • Azure Machine Learning, AWS … , Google …
  • Docker, Kubernetes
How
we work?

Automotive software companies play nowadays a key role in the development of every car. Their work has a huge influence on every car’s safety, comfort, performance, fuel usage, and performance. Every big car producer cooperates now with automotive software developers to support their systems and have a chance to dominate the automotive industry thanks to high-quality software.

 

We had a chance to support one of the biggest car manufacturers in the world in their process of developing self-driving cars, as well Wind River company in development of their machine-to-machine communication platform.

 

As a multinational, Wind River also recognizes that a good partner ecosystem is crucial to boost its innovation power and stay flexible. Thaumatec was chosen to join this select group of partners due to its in-depth technical know-how and broad experience with the newest Internet of Things developments.

We had a chance to support one of the biggest car manufacturers in the world in their process of development self-driving cars, as well Wind River company in development of their machine-to-machine communication platform.

As a multinational, Wind River also recognizes that a good partner ecosystem is crucial to boost its innovation power and stay flexible. Thaumatec was chosen to join this select group of partners due to its in-depth technical know-how and broad experience with the newest Internet of Things developments.

Our flagship technologies
What can we do
for you?

Share your challenge with our team and we’ll work with you to deliver a revolutionary product. What is your idea?