I recommend reading the following article:

- Hui Liu and Guorong Hu 2020 J. Phys.: Conf. Ser. 1648 042072

Hi Chergui

What kind of collaboration are you looking for ? My interest area is the same ( AI in business management , specifically, procurement ) . I'm an experienced person working in the industry but just started my doctorate in business administration.

Best Regards

Srikrishna

Hi,

I'm also interested in KPI's evolution in Industry 4.0, by considering technological as well as managerial dimensions.

give me time to learn your article, I will info you soon

Hi Prof., I was using "Artificial Intelligence" and "Neural Network",... to solve ODE, PDE, Prediction,... If you are interested with my published papers in this area, I am interested to work under your supervision.

Best Regards

https://www.cmswire.com/digital-workplace/9-ways-ai-is-already-being-used-in-the-enterprise/

Artificial intelligence in supply chains is certainly a topic for the coming decade.

Regarding the formula about quantitative and qualitative is as follows:

the quantitative = efficiency = output / input

the qualitative = effectiveness = output / KPI

Chergui Meriyem

I work with AI.

Ready to explore governance and business management.

either efficiency and effectiveness can be quantitatevely expressed, the one being related to the use of the involved means while the other is dedicated to the measurement of the achievement of the objectives.

AI applications use for small-medium-enterprises, shall avoid the diminishing of return, and increase the comparative advantage.

Indeed, SME's are generally in a defensive stategy leading to cost reduction, and also to means for adopting the AI applications.

Sean desarrollo investigaciones y se han implementado en las grandes empresas con las teorías de Kaplan y otros investigadores Los tableros de control, Balance scorecard, existen softwares, el problema es adaptarlo para las MyPes y medianas empresas, se podría primero levantar un diagnóstico y leveantar el problema, realizando investigaciones de los indicadores mas funcionales, tiene que denotar la eficiencia , eficacia, visión, misión, objetivos estratégicos y la parte operativa. Se tiene iniciar con la investigación del entrono de la región, localidad y país en estudio y la parte interna de la empresa. Es un trabajo en equipo de investigadores. Los analistas del sistema levantaran el algoritmo y el programador el sistema IA.

https://www.youtube.com/watch?v=18iNr17B5lc

https://fdokumen.com/document/el-algoritmo-1587408440.html

Great , let me read your articles over there we can collaborate.

It is interesting, can we speak little bit about that?

Yes we can

AI technology will provide the bridge to correspond amid OEE, ROI, and Lead-time. it can be helpful to watch the instant cost control on the individual work orders.

I am interested for collaboration in AI area and how it work in Management practices.