The Group Quantization formalism is a scheme for constructing a functional space that is an irreducible infinite dimensional representation of the Lie algebra belonging to a dynamical symmetry group. We apply this formalism to the construction of functional space and operators for quadratic potentials-gaussian pricing kernels in finance. We describe the Black-Scholes theory, the Ho-Lee interest rate model and the Euclidean repulsive and attractive oscillators. The symmetry group used in this work has the structure of a principal bundle with base (dynamical) group a semi-direct extension of the Heisenberg-Weyl group by SL(2, R), and structure group (fiber) R + . By using a R + central extension, we obtain the appropriate commutator between the momentum and coordinate operators [ p, x] = 1 from the beginning, rather than the quantum-mechanical [ p, x] = −i . The integral transformation between momentum and coordinate representations is the bilateral Laplace transform, an integral transform associated to the symmetry group.