Are you trying to do something like this?
In[1]:= (* some equations *)
eqs = {a x + b y == k1, c x + d y == k2};
In[2]:= (* this contains same information as augmented array *)
s = Normal[CoefficientArrays[eqs, {x, y}]]
Out[2]= {{-k1, -k2}, {{a, b}, {c, d}}}
In[3]:= (* LinearSolve can use it *)
LinearSolve[s[[2]], -s[[1]]]
Out[3]= {(d k1 - b k2)/(-b c + a d), (c k1 - a k2)/(b c - a d)}
In[4]:= (* Solve gives the same answer *)
Solve[eqs, {x, y}]
Out[4]= {{x -> -((d k1 - b k2)/(b c - a d)),
y -> -((-c k1 + a k2)/(b c - a d))}}