PATENT CLAIM ANALYSIS

Application Number: 15864610
Application Type: Utility
Filing Date: 2018-01
Publication Date: 2019-07
Patent Classification: ["717", "124000"]

Abstract:
A device receives application information associated with a cloud application provided in a cloud computing environment, and utilizes a first AI model to generate test cases and test data based on the application information. The device utilizes a second AI model to generate optimized test cases and optimized test data based on the test cases and the test data, and utilizes a third AI model to generate test classes based on the optimized test cases and the optimized test data. The device executes the test classes to generate results, and utilizes a fourth AI model to generate an analysis of the results, recommendations for the cloud application based on the analysis of the results, or a code coverage report associated with the cloud application. The device automatically causes an action to be performed based on the analysis of the results, the recommendations, or the code coverage report.

Claim (Index 7):
The device of  claim 1 , where each of the first artificial intelligence model, the second artificial intelligence model, the third artificial intelligence model, and the fourth artificial intelligence model includes a machine learning model.

Metadata:
- Claim Count in Document: 62.0
- Percentile: 86.0
- Lexical Diversity: 3.16
- Patent Class: 717.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15836100', '13223498', '14939715', '15213091', '14860088']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3926418412447213
- 35 USC 102 Novelty (BERT): 0.4996533692351396
- Combined Prediction Score: 0.4033429940437631
- Mean Citation Score: 166.12470199999996
- Max Citation Score: 180.31693
- Similarity Product: 122.09822561041176

Labels:
- Claim Label 101: 1
- Claim Label 102: 1
- Claim Label 103: 0
- Claim Label 112: 1
- Combined Label: 1
- Label 101 Adjusted: 1

Dataset: test