We construct a new theory which associates to each Artin stack of finite type Y over q a symmetric monoidal DG-category Shv gr,c (Y) of constructible graded sheaves on Y along with the six-functor formalism, a perverse t-structure, and a weight (or co-t-)structure in the sense of Bondarko and Pauksztello. This category sits in between the category of constructible mixed ℓ-adic sheaves Shv m,c (Y n ) in the sense of Beilinson-Bernstein-Deligne-Gabber for any q n -form Y n of Y and the category of constructible ℓ-adic sheaves Shv c (Y), compatible with the six-functor formalism. Moreover, the t-structure (resp. weight structure) is compatible with the perverse t-structures on Shv m,c (Y n ) and Shv c (Y) (resp. with Deligne's notion of weight on Shv m,c (Y n )). Our theory has a natural interpretation in terms of mixed geometry in the sense of Beilinson-Ginzburg-Soergel, giving a uniform construction thereof.As an application, we show that for any reductive group G with a fixed pair T ⊂ B of a maximal torus and a Borel subgroup, we have an equivalence of monoidal DG weight categories Shv gr,c (B\G/B) ≃ Ch b (SBim W ), where Ch b (SBim W ) is the monoidal DG-category of bounded chain complexes of Soergel bimodules and W is the Weyl group of G.