AI Confidence Score & Auto-Tagging

We're taking a major step toward fully automated time tracking with AI Confidence Scores and Auto-Tagging. Rize now shows you how confident our AI is about each tag suggestion and can automatically apply tags when confidence is high enough—meaning less manual work for you and more time entries that are ready to go.

What's New

• Visible AI Confidence Scores: Every tag suggestion now displays a confidence score (0-100) so you know exactly how certain our AI is about client, project, and task recommendations.
• Automatic Tag Application: Set a confidence threshold in your settings, and Rize will automatically apply tags when our AI meets or exceeds that level—no manual clicking required.
• Customizable Automation: You're in control. Adjust the threshold from 0 (fully manual) to 100 (only auto-tag when AI is absolutely certain) based on your preferences.
• Smarter Time Entry Suggestions: Your pending time entries can now arrive pre-tagged and ready to accept, dramatically reducing the time you spend organizing your data.

How It Works

When Rize generates time entry suggestions based on your activity, you'll now see a confidence score next to each AI-recommended tag. A score of 95, for example, means our AI is highly confident that the tag is correct.

To enable auto-tagging, head to your Timeline Settings and adjust the AI confidence threshold slider. Set it to 90 or 95, and any suggestions meeting that confidence level will automatically have tags applied. When you return to your dashboard, those entries will be pre-tagged and ready for you to simply accept.

Prefer to review every tag manually? No problem. Just slide the threshold down to zero, and Rize will continue showing suggestions without auto-applying them. You can also hover over any suggestion to see its confidence score before accepting.

Our mission is to make time tracking completely automatic, and this feature brings us significantly closer to that goal. We'd love to hear your feedback on how AI confidence scoring and auto-tagging work for your workflow—let us know what you think!