
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.
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:
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.


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.
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.
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.