Emergent Automata's team have been developing true A.I. solutions from the early 2000s, in the form of artificial neural networks, evolutionary algorithms, evolutionary computing, fuzzy logic, expert systems and, more recently, develop solutions using deep learning, Large Language Models (LLM) and Text to Image (e.g. ChatGPT & Stable Diffusion), including prompt engineering . 

​

We have developed a range of A.I.-enhanced software tools that can uniquely analyse high-volume and multiple sources/disparate types of data for tasks such as:

 

• Prediction of future system behaviour - forecasting, pre-emptive maintenance scheduling, informed decision-making and strategising.

• Control - carry out automated responses based upon system states and inputs.

• Pattern and feature recognition - find features and points of interest, even in time sensitive and 'noisy' data.

• Pattern-reconstruction - Make intelligent inferences on missing data, based upon the overall dataset and historical precedent.

• Cryptography - Decoding and encoding of data automatically.

​

The selection of the most appropriate technique, coding for your custom application, training and test data synthesis, not to mention upkeep of the engine and automated interpretation of its output, all require specialist knowledge.  Emergent Automata has extensive experience in building real systems that provide reliable, useful output.