Sparktech XAI:

Making Your Models Efficient, Effective, and without Bias

Sparktech XAI discovers:

  • Model Biases
  • Model Obsolescence
  • Assumption Errors
  • Model Vulnerability

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.

Trust Your AI with Sparktech XAI

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.

Discover how and why your models draw conclusions so you may improve:

MODEL ASSUMPTIONS

Recondition incorrect modeling assumptions

MODEL EXPLAINABILITY

iIlustrate your AI system in human terms

MODEL INTERPRETABILITY

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.

Sparktech XAI Functionality

Analyze

the model’s functionality to improve performance.

Generate

adversarial examples in order to expose model weak spots.

Train

surrogate models with added interpretability and speed to detect modelling bugs that lead to false performance reports.

Synthesize

new data points for unbalanced or small datasets.

Apply

advanced data exploration and profiling techniques to discover particularities in the data to develop better  predictive models.

A Game-Changer for Analytics

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:

1

Descriptive

Gain the ability to describe how your model arrives at a result
2

Diagnostic

Reveal the logic behind your model’s diagnoses
3

Predictive

Enhance the interpretability of AI models with explainable prediction engines
4

Prescriptive

Increase confidence in actionable insights

XAI in Your Industry

The number of industries and job functions that are benefiting from XAI are endless. Here are a  few specific benefits for some of the main functions and industries that use XAI to optimize their AI systems.

Healthcare

  • Improve diagnosis accuracy
  • Trust your model to make the best recommendations for patient care
  • Remove geographical biases from care suggestions

Marketing

  • Understand predicted customer behavior
  • Trust AI recommended marketing actions
  • Build geographical nuances for more accurate targeted marketing

Insurance

  • Eliminate model biases and improve customer acquisition
  • Accurately identify at-risk customers
  • More accurately predict cost of claims

Finance

  • Provide fair, unbiased, explainable customer-related decisions
  • Increase accuracy in predicting at-risk customers
  • Improve market forecasting with more accurate predictions