We show that, given a metric space $$(\mathrm{Y},\textsf {d} )$$
(
Y
,
d
)
of curvature bounded from above in the sense of Alexandrov, and a positive Radon measure $$\mu $$
μ
on $$\mathrm{Y}$$
Y
giving finite mass to bounded sets, the resulting metric measure space $$(\mathrm{Y},\textsf {d} ,\mu )$$
(
Y
,
d
,
μ
)
is infinitesimally Hilbertian, i.e. the Sobolev space $$W^{1,2}(\mathrm{Y},\textsf {d} ,\mu )$$
W
1
,
2
(
Y
,
d
,
μ
)
is a Hilbert space. The result is obtained by constructing an isometric embedding of the ‘abstract and analytical’ space of derivations into the ‘concrete and geometrical’ bundle whose fibre at $$x\in \mathrm{Y}$$
x
∈
Y
is the tangent cone at x of $$\mathrm{Y}$$
Y
. The conclusion then follows from the fact that for every $$x\in \mathrm{Y}$$
x
∈
Y
such a cone is a $$\mathrm{CAT}(0)$$
CAT
(
0
)
space and, as such, has a Hilbert-like structure.