Starting from a unital Banach \(*\) -probability space \(\left( A,\tau \right) \) , where \(\tau \) is a trace on a Banach \(*\) -algebra A equipped with its unity \(1_{A}\) , we construct the corresponding Banach space \(\left( A_{0},\left[ ,\right] _{\tau }\right) \) equipped with its definite, or indefinite inner product \(\left[ ,\right] _{\tau }\) (depending on both A and \(\tau \) ), where \(A_{0}=A/ker\left( \tau \right) \) is the quotient Banach space. And then, we define a pure-algebraic vector space \(A_{0}\left[ \left[ X\right] \right] \) , and topological vector spaces \(\mathscr {A}_{0}\left[ \left[ \Omega \right] \right] \) called the \(A_{0}\) -analytic algebras for suitable open domains \(\Omega \) of \(\left( A_{0},[,]_{\tau }\right) \) , and \(\textbf{H}_{A_{0}:2}\left( D_{1}\right) \) , called the \(A_{0}\) -Hardy space, where \(D_{1}\) is the unit open ball of \(A_{0}\) . The algebra and analysis on such vector spaces are considered. As applications, (i) we study certain operators on \(\textbf{H}_{A_{0}2}\left( D_{1}\right) \) , especially, we define and consider block-Toeplitz operators as in classical Toeplitz theory, (ii) the operator theory and operator algebra of the Banach \(*\) -algebra \(\mathscr {T}\) generated by the block-Toeplitz operators of (i), (iii) we investigate how semicircular elements of \(\left( A,\tau \right) \) act on \(\textbf{H}_{A_{0}:2}\left( D_{1}\right) \) , as elements of \(\mathscr {T}\) of (ii), and (iv) a canonical free-probabilistic structure on \(\mathscr {T}\) is considered.