Given an Hilbert space $H$ (finite dimensional for sake of clarity), and two non-commuting operators $$A = \sum_a a |a\rangle\langle a|$$ and $$B=\sum_a b |b\rangle\langle b|,$$ is it possible to find an Hilbert space $H'$ and two commuting operators $A'$, $B'$ with the same spectrum of $A$ and $B$, together with a unitary operator $U : H \to H'$, such that, for each $|\psi \rangle$ in $H$, the following hold
$$|\langle \psi | a \rangle |^2 = Tr[P(a) U |\psi \rangle \langle \psi|U^\dagger]$$ for each eigenvalue $a$ of $A$. ($P(a)$ is the projector onto the eigenspace of $A'$ relative to the eigenvalue $a$.)
And analogously for $B$?
If the above is true, the physical interpretation would be that in principle is possible to "measure" two non-commuting operators by suitably enlarging and evolving the system, in the sense that you could afterward measure two commuting operators yielding the same statistics as the non-commuting ones. I guess this is not possible but I could not find an easy proof, any suggestion?
EDIT:
As rightfully noted below, it is wrong to speak of a unitary between two different Hilbert spaces (with different dimension) so I will put the question in a more precise ground.
Given $H$, $A$ and $B$ as above, is it possible to find a space $V$, operators $A'$,$B'$ acting in $H' = H \otimes V$ and with the same spectrum of $A$ and $B$ but with $[A',B']=0$ together with an unitary operator $U : H' \to H'$ such that
$ Tr[P(a) \otimes Id \ \ |\psi\rangle \langle \psi| \otimes |0 \rangle \langle 0|] = Tr[P'(a) \ U |\psi\rangle \langle \psi| \otimes |0 \rangle \langle 0| U^\dagger] \ \ \forall |\psi\rangle \in H, a \in \sigma(A)$
Where $|0\rangle$ is a fixed state in $V$, $P(a)$ is the projector on the eigenspace of $A$ relative to the eigenvalue $a$ and $P'(a)$ is the same for $A'$. ($\sigma(A)$ denotes the spectrum of $A$).
And analogously for B?
POSSIBLE ANSWER: Inspired (but not totally convinced) by the given answers, I think I have found an un-attackable proof that the above is impossible. As already told below, finding $A'$ and $B'$ with the above request is equivalent to find $A''$ (and $B''$) for which
$Tr[P(a) \otimes Id |\psi\rangle\langle \psi|\otimes |0\rangle\langle 0|] = Tr[P''(a) |\psi \rangle \langle \psi|\otimes|0\rangle\langle 0|]$ (and similar for B).
That is we can absorb the unitary evolution in the definition of $A'$ and $B'$, and so we will. Note though that this does not mean that $A'=U A U^{\dagger}$.
In addition, the above imply that $|a\rangle|0\rangle$ must be eigenstate for $A'$ with eigenvalue $a$. Moreover, if we introduce the basis $|a\rangle|n\rangle$ for the total tensor space, we find that no vector of the form $|a'\rangle|n\rangle$ with $a'\neq a$ can appear in the decomposition of the general eigenvector of $A'$ relative to $a$. (Orthogonality of eigenvectors relative to different eigenvalues). Therefore the general eigenvector of $A'$ relative to $a$ must be of the form $|a\rangle|v\rangle$
Hence the projector $P'(a)$ is forced to be of the form $P(a) \otimes P_V(a)$, with $P_V(a)$ a suitable projector of dimension at least 1 (it must project at least on $|0\rangle$). Of course a similar result hold for $B'$.
Finally we can write $0=[P'(a),P'(b)]|\psi\rangle|0\rangle= ([P(a),P(b)]|\psi\rangle)\ |0\rangle$ for each $|\psi\rangle,a,b$ and this imply that $[A,B]=0$ that is absurd.