Abstract: Various embodiments of the disclosure are directed to an Automated electronic Document Identification and Validation (ADIV) system and method. In the ADIV system, received via an API, words and phrases may be extracted from the document content, and Machine Learning (ML) models may be used to classify the document type. The extracted words/phrases are parsed, and key value pairs of data may be extracted. Word embedding vectors (WEVs) may be generated for the extracted words and phrases and for the keywords and key phrases. The cosine distances between the WEVs of the keywords and key phrases the WEVs of the extracted words and phrases are calculated. The key value pairs are identified based on the minimum cosine distance. The key value pairs may be used with one or more rules based models to determine document validity.