Rule-based POS tagging -whereby pre-defined rules concerning which syntactic categories can be co-located together are used to determine the correct POS tags to assign to word tokens in context -is the traditional alternative to the probabilistic approach.
this introduces an entirely different bottleneck -considerable time and extensive knowledge is required in order to craft and refine the rules in the first place.