As verbs the difference between inferred and surmise
is that
inferred is past tense of infer while
surmise is to conjecture, to opine or to posit with contestable premises.
As a noun surmise is
thought, imagination, or conjecture, which may be based upon feeble or scanty evidence; suspicion; guess.