Azaries® AI Technologies

Human Artificial Intelligence (HAI) is the equivalent of making an AI implementation’s rules (guardrails) effective and more accurate.

AI Technologies

AI technologies that are better and safer with a world first!

Human Artificial Intelligence (HAI) is the equivalent of making an AI implementation’s rules (guardrails) effective and more accurate.

What’s more they are easily understood in plain English language!

The Azaries SPARK platform is designed for a pattern discovery process that produces better results and long term confidence for business process accuracy.

Azaries SPARK Technology

What is Azaries Human Artificial Intelligence (HAI)?

Human Artificial Intelligence is iterative learning, accurate business models and systems that enhance results while adapting to conditions.

Azaries SPARK discovers meaningful patterns in data and produces rule sets for use in real world applications. Human understandable in plain language are rules that are guardrails for business.  

The first judgement is accuracy.  Azaries SPARK produces results:

  • Genetic Mutation Changes 98.0% Prediction Accuracy
  • Bank Loan Sign Up Probability Prediction of 98.2%
  • Predicting the Need for Knee Surgery 98.1% Accuracy
  • Breast Cancer Detection 96.1% Accuracy
  • Predicting Obesity from Lifestyle Characteristics 97.6% Accuracy

AI models often struggle with accuracy particularly when the number of samples are low, Azaries excels in this domain.

The novel methodology of Azaries HAI has been recognised by the UK government by way of an innovation award.

Stage 1
The Knowledge

1st Discover and Capture Expert and Business Knowledge

The Process

Azaries first speeds the process of learning by analysis of your data.  A simple upload is all that is required to reveal patterns, rules and examples.  Azaries excels with minimal data, a unique capability.

Azaries SPARK adds speed and breadth. Automated systems provide the most accurate settings without the need for intervention that optimises AI learning steps very efficiently.

We call it the HAI loop, often 80% better.

2nd Expert AI Techniques in plain readable English

Easily understood results – a world first!

We use an ensemble approach of expert AI techniques that augments discovered and captured knowledge.

The technique is called Azaries ‘spinning’, derived from multiple approaches working together as one.

Azaries automatically selects rules, calculations and comparisons that are the most applicable and accurate solutions for a specific application.  Most importantly Azaries iterative processes make predictions which are also continuously changing to data conditions.

3rd Adjustments in real time to improve accuracy and stay compliant

The Adjustment

Azaries iterative processes makes this AI a tool excel for ingenuity, accuracy, broader range and deeper understanding.

This is the future of compliant AI that promotes trust and explainability.

Organisations and people who know how to use AI for human advantage will be the ultimate beneficiaries.

For the technical folks, this means decision trees, neural networks, inductive logic, bayesian techniques, regression calculations, clustering medians, chi-squared analysis and deep machine learning.

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