We are specialists in the practical application of Artificial Intelligence including Real Time Learning AI, Machine Learning, Deep Learning and Data Science Software used within Climate Change processes and operations

AI systems can constantly learn anything thrown at them, with the aim that they continually adapt and provide on-demand useful output.

The power of real time learning

Being able to continually learn from live processes, events and operations in real time is an extremely powerful tool in all aspects of business and industry operations.

By learning from things as soon as they happen, including positive events, negative events, and all the in-between highly variable outlying and unpredictable events; immediate responses, decisions and reactions are more insightful, more meaningful, more accurate, and more likely to result in a beneficial output: e.g. financial gain, increased efficiency, lower risk, improved processes, better customer journey mapping and experience, or greater consumer satisfaction.

Crucially, a faster, accurate decision based on real time learning potentially saves time, cost and other resources in the future.

The more real time data, experience and events to learn from the more insightful and informed we can make our predictions, reactions and downstream decisions.

AI makes real time learning and response possible, even from the most complex dynamic environments

Learning from immediate events and responding to a situation that's immediately presented to us might sound straightforward - it is of course exactly what a human brain does - but making this process automatic and asking a machine to do this is extremely complex and demanding, simply due to the huge amount of variation involved.

If a traditional software programming approach was used, the computer would continually be asking "if this, then do that; if x and y, do z". This stepwise methodology is extremely limited and tedious as the program will only do what it has explicitly been told to look for by the programmer; making it next to impossible to account for all possibilities and variations, even in the simplest of tasks and events. You certainly couldn't use this approach for complex and diverse scenarios.

With AI and Machine Learning technology it is now possible to learn from huge amounts of variable, constantly changing data in real time in order to make much more accurate decisions, automatically.

ELDR Real Time is a powerful Deep Learning package that can continually learn from the variable real time and complex data fed into it.

ELDR Real Timer is Fennaio's core Real Time Learning and Response software. Using our powerful ELDR AI Engine, which is a Deep Learning Artificial Neural Network, the software uses both Supervised and Unsupervised learning to make and link all the relationships from real time data (of any size or complexity) passed to it.

ELDR Real Time automatically manages the transition between learning and responding - it in fact exists in two states - that combined means the AI is always learning but always able to respond using the most current trained state.

Real Time can be utilised in all our AI ELDR packages (which normally train from batch data as standard) as a bolt-on module.

ELDR Real Time is highly dynamic, autonomous, configurable, graphical and easily integrated

Dynamic

ELDR Real Time can handle and learn from multiple sources, sizes and complexities of data for numerous learn and response requirements simultaneously. Data can be changed at any time and it can continually learn. The software can carry out supervised and unsupervised learning.

Autonomous

By default ELDR Real Time is plug and play - you can simply give it appropriately formatted data and it will automatically learn from it, including self optimisation and self scaling.

Configurable

In many cases you may be happy with plug and play, however almost everything in ELDR Real Time is configurable; from which data fields to use as inputs and outputs, to colours, displays, output format, learning modes, learning accuracy, all the way through to Artificial Neural Network dynamics and dimensions.

Graphical

ELDR Real Time uses a rich intuitive GUI Dashboard from which to manage the whole AI process (data preparation, learning, outputting and testing), including a comprehensive suite of gamified charts and other visual displays to monitor everything.

Easily Integrated

AI Integration is our speciality. We understand that AI can be used in a variety of ways and in numerous system-types and processes. We build our software to be entirely modular and there are multiple integration methods and points ranging from network-based RESTFulAPI integration to direct coupling at the code level, depending on the response time required, amongst other considerations.