In this article, an approach to joint seminormality based on the theor
y of Dirac and Laplace operators on Dirac vector bundles is presented.
To each n-tuple of bounded linear operators on a complex Hilbert spac
e we first associate a Dirac bundle furnished with a metric-preserving
linear connection defined in terms of that n-tuple. Employing standar
d spin geometry techniques we next get a Bochner type and two Bochner-
Kodaira type identities in multivariable operator theory. Further, fou
r different classes of jointly seminormal tuples are introduced by imp
osing semidefiniteness conditions on the remainders in the correspondi
ng Bochner-Kodaira identities. Thus we create a setting in which the c
lassical Bochner's method can be put into action. In effect, we derive
some ''vanishing theorems'' regarding various spectral sets associate
d with commuting tuples. In the last part of this article we investiga
te a rather general concept of seminormality for self-adjoint tuples w
ith an even or odd number of entries.