A Novel Enterprise AI Classification Framework for Business Transformation
The paper that grounds the platform: six AI technology types across six autonomy levels, mapped to enterprise applications.
Read on InformationThe platform stands on peer-reviewed research. Three papers trace one arc: from the standards and risks that govern any emerging technology, to an integrated model of technology acceptance and capability maturity, to the framework that classifies enterprise AI by type and autonomy level.

The integrated model was first validated on blockchain, then tested across technologies and shown to be technology-agnostic. Extending it with AI technology types and autonomy levels produced the framework the platform is built on.
The paper that grounds the platform: six AI technology types across six autonomy levels, mapped to enterprise applications.
Read on InformationThe theoretical core. An integrated model of technology acceptance and capability maturity, whose conclusion pointed toward this platform.
Read on SustainabilityThe foundation: rigorous management of emerging technology depends on structured requirements engineering against clearly defined risks and standards.
Read on CS&IThree peer-reviewed journals over six years. Computer Standards & Interfaces, published by Elsevier, and Information and Sustainability, both published by MDPI.
New papers extend the work across transformation, technology, and design. Applied science, a living programme.