Automatically Diagnosing and Repairing Banking Chatbot AI

• Automatically identify patterns of failure
• Reduce the iterations required to find root causes
• Target collection of fine-tuning data to reduce data needs by 2x

• Discover previously unknown causes for failure
• Quickly explore large image datasets
• Identify optimal data segments for labeling and data collection 

• Build integrated representations of multimodal data
• Uncover patterns of model failure missed by univariate analysis
• Optimize model training data for maximum performance

Integrations include:

• AWS
• Azure
• GCP
• DataBricks
• Weights and Biases
• ...and more coming soon