I had chances to use the Artificial Intelligence on different topics: conclusions from tecnical reports, multi-languages interactions, data investigations.
In this moment JMP Application is very powerfull with a big possibility on data analysis and data visualization.
Due to this high numbers of opportunities and features... in some case (from my experiences) there is some "brain" barrier in the persons... because they want to do something (analysis/visualizations)...but they have not the correct background to do it... and then the are "scared" to use JMP.
In addition, we have more and more cross-language interaction and the co-work can be limitate from different languages.
What is the improvement you would like to see? It could usefull to have integreted in JMP an AI (Artificial Intelligences) that as co-pilot can help the users in very simple way (for data analysis, data conclusions data visualization and text)
- Example 1: I have a data table -> in a text editor prompt I write: "Are my data normal?" (in different languages) -> output: written ->yes because in the normality test p-value is > 0.05 or graphics (data distribution, normality test, p-value, conclusion);
- Example 2: I performed some analysis with some output -> in a text editor prompt I write: "give me the same analysis in Chinese"
- Example 3: I have 2 data set- >in a text editor prompt I write: the average of the 2 samples is comparable? -> in automatic way there is the selction of the correct test and generate the simple output;
- Example 4: I have data from past experience... in a text editor prompt I write simple: which are the real signficatve variable for my output...
- Examble 5: I can interact (input) with JMP: by writing, by voice (using PC microphone), by file (.jpg, ...)
Why is this idea important?
1) increase the JMP Application usage also to a big group of person with no high statistical background knowledge;
2) Speed up dramatically the analysis/conclusions... for solution identfication... and reduce the time for benefit implementation;
3) remove languages barriers... increse the WW Cowork... more change to have JMP as a Standard tool spread in the World
4) Analysis by Analysis in a Organization/Company... the past experience is not lost... all analysis/concusions/visualization can move in a "big basket"/"data lake" and used/reused for next evaluations