Oftentimes before we get to develop the Machine Learning Solution for Extracting Information, we need to test several approaches to see if it really is possible to solve the task and if yes, what the optimal solution would be. We develop the so-called PoC, Proofs of Concept, where we test various things applying just the minimum amount of effort to see if they work.