AI Data

Fennaio Labs | research-led AI development

AI Data

 

In AI, Data and understanding the relationships within it are the most valuable assets. At Fennaio Labs, we're constantly optimising how Data is used in our AI systems.

For Artificial Intelligence to function, it needs to learn, and to learn it needs data to learn from. Data can of course come in and from a near infinite number of sources, dimensions, sizes, complexities and types. Whatever the data, AI and Machine Learning must be able to process it, handle it, make use of it and ultimately learn from it as effectively as possible. This means efficient data handling at all stages of the AI process. We see AI Data as one of our highest priority research interests and we dedicate our AI Data research on:

  • Big data
  • Data gathering techniques
  • Data preparation methodologies
  • Data optimisation
  • Data handling, labelling and formatting
  • Data autonomy
  • Data size and complexity requirements for learning
  • Data filtering
  • Data efficiency

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Thanks for reading about our AI Data Research, there's more to learn below:

Fennaio Labs

At Fennaio, our AI software solutions are research-led at every stage. In Fennaio Labs we focus our research efforts on AI Technology, AI Visualisation, AI Models, AI Data, AI Utilisation and AI Special Projects to make sure we are creating world class innovative and efficient technology as well as contributing to world knowledge.

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AI Technology

Fennaio Labs carries out and contributes to research on the technology available to design, develop and deliver AI, Machine Learning and Deep Learning software and systems. We focus on software techniques and languages, infrastructure, networking, processors, servers and open source libraries.

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AI Visualisation

Artificial Intelligence, Machine Learning, Deep Learning and Data Science residing on a server can easily become a mass of unseen numbers in computer memory. At Fennaio, we look into more effective, attractive and engaging methods of visualising the entire AI process including interactive graphics.

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AI Models

At the core of AI is Machine Learning, and at the heart of ML are mathematical models of learning. At Fennaio, we're huge fans of models that try to emulate the human brain such as Artificial Neural Networks. We plough lots of effort into these and other models in order to make our AI systems extremely powerful.

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AI Data

In AI, Machine Learning and Deep Learning, data is king, and there is tonnes of it. In Fennaio Labs, we're always looking into ways of making the data journey through AI analysis, preparation, input, learning, and exit as efficient, clean and rapid as possible, without compromising valuable data relationship outputs and insights.

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AI Utilisation

At Fennaio, we believe Artificial Intelligence, Machine Learning and Deep Learning can be used in all market sectors carrying out more tasks than they currently do. We're always looking at the best way of utilising AI from practical, financial, societal and ethical standpoints. To do this we conduct extensive research into best-use of AI.

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AI Special Projects

Although we've made impressive leaps in using AI for numerous tasks, we're still at the tip of the iceberg in terms of the possibilities of AI, mainly due to technological constraint. In Fennaio Special Projects, we're forward thinking, researching into realistic possibilities including AI consciousness and self awareness.

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How Fennaio works with you at every stage of the AI and ML Integration process.

Whether you are starting out on your first AI project, just interested in the possibilities of AI or are wanting to expand your existing AI suite, we are here to help.

AI Survey & Plan

We will discuss with you where you are, where you want to be, and how we can achieve it with AI - whether by a bespoke solution or using one of our off-the-shelf products

AI Data Analysis & Preparation

We will work with you to gather, analyse and prepare all your relevant data sources for use in the AI system(s)

AI Execute & Visualisation

We will run and tune the AI throughout the AI learning process and enable the AI to produce a real time visual output to confirm the AI is producing beneficial results

AI Integration

When you are satisfied the AI is delivering the results you desire, we will integrate the AI with your new or existing systems

You are one step closer to getting Artificial Intelligence into your organisation

Fennaio has the expertise to get you up and running with AI, Machine Learning, Deep Learning and Data Science in your new or existing systems, software and operations.

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