Abstract This paper deals with the validation of convergence results for the newly proposed $C$-$\alpha$ non-expansive mappings
in the CAT$(0)$ space setting. Before analyzing the convergence behavior, we emphasize key results related to $C$-$\alpha$
non-expansive mappings. The convergence results are obtained using the $JF$-iteration method. We then illustrate these results
with non-trivial examples and compare them to other notable iterations. These comparisons are presented in both tabular and graphical forms.
Finally, we discuss a variational inequality problem within the context of these mappings using the same iteration scheme. 
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