We investigate fundamental properties of $\Cal I$-exhaustiveness and $\Cal I$-convergence of real-valued function sequences, giving some characterizations. Furthermore, we establish new versions of Ascoli and Helly theorems, giving also applications to measure theory. Finally, we pose an open problem.