Making Your Models Efficient, Effective, and without Bias
Sparktech XAI discovers:
With Sparktech XAI, identify if your model has become obsolete. Has COVID changed the playing field, but your model continues to use pre-COVID assumptions?
Sparktech XAI is an Explainable AI packaged solution that discovers potential biases in your models such as racial, gender, income, or geographical biases.
An Explainable AI methodology and packaged solution, Sparktech XAI allows users to understand the path an AI system or model took to make a decision.
Recondition incorrect modeling assumptions
iIlustrate your AI system in human terms
Predict what is going to happen, given a change in input or algorithmic parameters
Sparktech XAI takes away the notion that AI is a black-box that humans are unable to understand.
Gain the confidence to make data-driven decisions based off your model with Sparktech XAI.
the model’s functionality to improve performance.
adversarial examples in order to expose model weak spots.
surrogate models with added interpretability and speed to detect modelling bugs that lead to false performance reports.
new data points for unbalanced or small datasets.
advanced data exploration and profiling techniques to discover particularities in the data to develop better predictive models.
Sparktech XAI helps analysts understand and trust their AI models, leading to more confident analyses and examinations of data.
Improve, accelerate, and trust data analytics such as:
