White-Box AI Solutions
Interpretable Intelligence to achieve the ‘I’ in AI for sustainable Business Evolution
White-Box AI Framework
What We Offer
- WhiteBoxAI framework where domain expertise and machine extracted features concur
- A well thought decision supported by an interpretable and predictive AI Model
- Translate abstract neural features to human-interpretable features for confident decisions
- Transparency at your fingertips for user trust in AI system
- Accuracy without compromising user interpretability
- Low redundancy neural models without Batch Normalization, Regularization or Dropout
- Automated hyper-parameter tuning for cost-effective training protocols
WhiteBox AI Framework is the Core of our Tools
Robust Interpretations
Different interpretations for end-user without altering neural model or features
Logical not Magical
Goal oriented loss functions to achieve targets as opposed to ad-hoc tuning of metrics
Low Redundancy
Neural architectures with complementary loss functions to avoid redundant learning
Synergistic Tools
Confidently combine different architectures to automate an array of workflows
User Trust
Justify model predictions using your domain knowledge supplemented by our interpretable neural features
Automated Training
Reduce work hours associated with model tuning using our comprehensive reporting tools
Services
Tailored For Your Business
Data Quality Assessment
Analyze your data quality to select information preserving samples and features
White Box Models
A suite of domain guided networks tailored to your business needs