Let G be some (finite-dimensional) Lie group. In order to find the lowest-dimensional manifold which can have G as a symmetry, we need to construct the coset space G/H, where H is a maximal (not necessarily the largest) subgroup of G.
dim(G/H) = dim(G) - dim(H)
Examples:
G = the Poicare' group P(1,3), H = the Lorentz group SL(2,C)
P(1,3)/SL(2,C) = M^{4} is the (Poincare-symmetric) 4-dimensional Minkowski space-time.
G = SU(2) , H = U(1)
SU(2)/U(1) = S^{2} is the (SU(2)-symmetric) 2-dimensional sphere.
G = SU(3), H = SU(2) X U(1)
SU(3)/SU(2)XU(1) = CP^{2} is the (SU(3)-symmetric) 4-dimensional (complex) projective space.
We also note that the circle S^{1} is the U(1)-symmetric 1-dimensional space.
Therefore, the manifold C^{7} = CP^{2}\times S^{2} \times S^{1} has 4+2+1=7 dimensions, and it has SU(3)XSU(2)XU(1) symmetry.
Clearly M^{4}\times C^{7} is 11-dimensional space with Poincare' and SU(3)XSU(2)XU(1) symmetries.
Thus, if you want to constract a (K-K) theory in which su(3)xsu(2)xu(1) gauge fields arise as components of the metric tensor in more than 4 (non-compact) space-time dimensions, you must have at least 7 extra dimensions, i.e., D = 11 is the minimum number with which you can obtain SU(3)XSU(2)XU(1) gauge fields by Kaluza-Klein method.
We have good reasons to believe that consistent field theory with gravity coupled to massless particles of spin > 2 does not exist. Since, D>11 supergravity contains such massless, spin>2 particles, we "conclude" that 11 dimensions is the maximum for consistent supergravity.
It is remarkable coincidence that D=11, which is the minimum number required by K-K procedure, is the maximum number required by consistent supergravity.