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Product Updates

Stay informed about the latest features and improvements

Introducing the Data Wrangler Tool: Advanced AI-Powered Data Categorization

We're excited to announce the release of our new Data Wrangler Tool, a powerful addition to the Sivuno Spend Classifier platform that revolutionizes how you process and categorize your spend data.

Key Features

  • AI-Powered Categorization: Leverages advanced Generative AI to automatically classify spend data with industry-leading accuracy
  • Three-Field Category System: Provides hierarchical classification across multiple dimensions for comprehensive spend analysis
  • Web Search Integration: Enriches classification with real-time web data for enhanced accuracy and context
  • Lambda-Based Processing: Scalable cloud architecture ensures fast processing even for large datasets
  • Enhanced Monitoring: Comprehensive logging and tracking for full visibility into the classification process

How It Works

The Data Wrangler Tool intelligently analyzes your spend transactions, understanding context and patterns to provide accurate classifications. The AI considers multiple data points including transaction descriptions, supplier information, and historical patterns to deliver reliable results.

Benefits for Your Organization

  • •Improved Accuracy: Reduce manual errors and ensure consistent classification across your spend data
  • •Time Savings: Automate time-consuming categorization tasks, freeing your team for strategic analysis
  • •Better Insights: Multi-dimensional categorization enables deeper spend analysis and opportunity identification
  • •Scalability: Handle large volumes of transactions efficiently with our cloud-based processing architecture

Availability: The Data Wrangler Tool is now available to all Sivuno customers. Visit your dashboard to start using this powerful new feature today.

Enhanced Reclassification Tool: Confidence Scoring Now Available

We've enhanced our Reclassification Tool with confidence scoring, providing greater transparency and helping you make more informed decisions about your spend classifications.

What's New

Each reclassification result now includes a confidence score (0-100) that indicates how certain the AI is about its classification decision. This score is calculated based on multiple factors including data quality, pattern matching strength, and contextual relevance.

Understanding Confidence Scores

High Confidence (80-100)

Strong data patterns and clear classification indicators. Results can typically be accepted with minimal review.

Medium Confidence (60-79)

Good classification likelihood with some ambiguity. Quick review recommended to confirm accuracy.

Low Confidence (0-59)

Limited data or ambiguous classification signals. Manual review and validation recommended.

Additional Transparency Features

  • •LLM Reasoning: View the AI's explanation for each classification decision
  • •Normalized Scoring: Consistent 0-100 scale across all classification types
  • •Quality Assessment: Better understanding of when to trust automated classifications

Benefits

Confidence scoring helps you prioritize your review efforts, focusing on lower-confidence classifications while quickly approving high-confidence results. This improves efficiency while maintaining accuracy and control over your spend data.

Availability: Confidence scores are now displayed for all reclassification operations. This feature is automatically enabled for all users at no additional cost.

Stay Updated

We're continuously improving Sivuno Spend Classifier to provide you with the best spend classification experience. Check back regularly for updates on new features, improvements, and enhancements.

For questions about any of these updates or to provide feedback, please contact our team.