In our previous paper we derived the holographic dual of the planar fishnet CFT in four dimensions. The dual model becomes classical in the strongly coupled regime of the CFT and takes the form of an integrable chain of particles in five dimensions. Here we study the theory at the quantum level. By applying the canonical quantization procedure with constraints, we show that the model describes a quantum chain of particles propagating in AdS_5. We prove the duality at the full quantum level in the {\mathfrak u}(1) sector and reproduce exactly the spectrum for the cases when it is known analytically.