Software Updates

Major release featuring enhanced performance optimization, new machine learning capabilities, and improved user interface for better accessibility.

• New AutoML features for faster model development
• 50% performance improvement in data processing pipelines
• Enhanced dark mode with system preference detection
• Advanced model explainability tools (SHAP integration)
• Improved mobile responsiveness across all features

New cloud platform connectors and expanded API capabilities for seamless integration with major cloud providers.

• Native AWS Lambda integration
• Azure Functions support
• Google Cloud Pub/Sub connectors
• Enhanced webhook management system
• Real-time sync capabilities

Completely redesigned analytics interface with real-time data visualization and advanced filtering options.

• Real-time data streaming visualization
• Custom widget builder
• Advanced export capabilities (PDF, CSV, JSON)
• Collaborative dashboard sharing
• Performance metrics aggregation

Enhanced security features including ISO 27001 compliance, improved encryption standards, and audit logging.

• ISO 27001 certification support
• HIPAA compliance features
• Advanced encryption with FIPS 140-2
• Comprehensive audit trail logging
• Enhanced role-based access control (RBAC)

Major API overhaul with improved documentation, GraphQL support, and better rate limiting.

• GraphQL API support alongside REST
• Improved API documentation with interactive examples
• Better rate limiting and quota management
• WebSocket support for real-time updates
• Enhanced API versioning and backward compatibility

Bug fixes, performance improvements, and stability enhancements based on customer feedback.

• 25+ bug fixes addressing reported issues
• Memory optimization for large datasets
• Improved database query performance
• Enhanced error handling and logging
• UI/UX improvements based on user feedback