There is a growing demand for the automation of business processes and accelerated adoption of new innovative digital products across all industries. However, companies are reluctant to adopt new AI models and innovative products due to their inability to explain the outcome of these models.
XAI helps organisations explain the outcome of machine learning models and illuminate the ‘black box’ making the adoption of AI models easy for the businesses.
XAI allows you learn how your model works e.g. what features are driving decisions and which ones are redundant and have little influence in the results. Using these insights you can build simpler and more accurate models.
XAI allows you to demonstrate how your model works and makes decisions. Prove that it does not contain biases and that it is safe to deploy in a production environment.
XAI allows you to explain you model outputs to end users. Build user confidence, accelerate adoption and add value to users by providing actionable insight on what to do to improve an outcome.