I Am Robolawyer or How to Detect Anomalies in Text Documents

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Can you imagine how many normative documents per hour a corporate lawyer has to look through and what consequences might his inattention lead to? A poor fellow lawyer must read every word of a contract, especially if it has no standard template. Aimed to help him, we decided to create a service which could detect problems in text documents and signal for a lawyer to check them. As a result, we developed a solution which aggregates knowledge based on a collection of contracts and makes lawyers pay special attention to some points. The solution is using magic. This mathematical magic is called Anomaly Detection.