Tsetlin sustainable AI
10,000 times less energy consumption
250 times faster
Revolutionary accuracy
ANZYZ take lead in a global AI race
What is a Tsetlin AI?
Tsetlin AI is a learning algorithm inspired by the Tsetlin-automaton, a form of probabilistic automaton. Unlike traditional neural networks, which are based on matrix operations and floating-point calculations, Tsetlin AI uses a rule-based approach for pattern recognition and classification in text, numbers, images, and graphs.
Advantages of Tsetlin AI
Explainability – The models provide clear logical rules for decisions
Efficiency – Requires significantly less computational power
Interpretability – Uses simple if-else rules, making it transparent
Energy-efficient – Can be trained faster and requires less energy than deep neural networks
Areas of application
Tsetlin-AI has been used in:
- Image recognition
- Natural language processing (NLP)
- Medical diagnostics
- Invoicing
- Edge AI (for resource-constrained devices)
Tsetlin AI is in an exciting development within machine learning and can be an alternative to neural networks for tasks that require explainability and low resource use.
Anzyz has practical experience with Tsetlin and first-hand knowledge of the technology via Ole-Christoffer Granmo. For example, we have automated invoicing based on reimbursement codes, in total of 4,000 codes. Each code has a description ( answer ) and Tsetlin is trained code by code based on answer and by combining Anzyz CCL™ language algorithm, we can show an accuracy of close to 100%.
Tsetlin+CCL™ make State-of-the-Art Text Analytics
Anzyz Technologies is an Artificial Intelligence company based in Grimstad, Norway. Our AI driven Text Analytics enables organizations, cross-industry, to rapidly gain valuable insight from their unstructured text. Our solution is 100% self-learning, with no manual tagging of data involved, and provides for a best-in-class understanding of the contextual meaning in Big Data. The technology stems from innovations led by Anzyz’ Co-Founder and Director of the Centre for Artificial Intelligence Research (CAIR) at the University of Agder, Professor Ole-Christoffer Granmo.