Technology Landscape For A Global Consumer Products Company

The client was interested in learning about materials that are used in valves, especially aerosol valves, which are made of plastics. The client wanted SPA to explore and prepare a report on type of valve materials that were being studied globally.

• The SPA team conducted a patent search and identified more than 5000 relevant records.
• SPA developed a ML/AI tool to analyze 5000 records would have been a very time intensive task.
• A 3-member SPA team trained the AI/ML tool.
• Subsequently, SPA team used this trained model to categorize a sample patent data-set. This data-set formed the core for further training of the AI/ML tool.
• The above Step was iterated several times to improve the accuracy of the output.
• The AI/ML model was thus made ready following which the entire 5000 patent data-set was uploaded on the tool and was used for categorizing the records based on type of valve, material of construction etc.
• The technology assessment was thus made based on a huge patent data-set using an in-house developed AI/ML tool.
• The model achieved more than 70% accuracy.
• The AI/ML tool was integrated into a globally accessible portal which enabled quick visualization of the patent data-set using graphical representation.

• 2 weeks

• $ 25,000