AI Predictability

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Data Privacy Assurance: We prioritize your privacy. No sensitive data is sent to AI models - only anonymous statistics that cannot be traced back to any specific entity or individual.

AI Model Information: Currently using azure/gpt-4o-mini. While we strive for accuracy, please note that AI models can make mistakes, and predictions should be reviewed accordingly.

AI Prediction Mode

On the top, you can select between 2 prediction modes:

Optimistic: A best-case scenario that predicts how your metrics could improve if significant changes are made to the workflow.
Realistic: A grounded scenario that forecasts achievable improvements based on moderate adjustments with minimal disruption.

The graph below displays the selected metric predictions, showing an optimistic and a realistic forecast. By hovering over the graph, you can see the value the AI predicts for your teams.

ROI Projection

Based on the selected AI Prediction Mode, the system provides an ROI Projection to estimate the potential impact of recommended actions on your engineering metrics.

Each projection includes:

Estimated percentage decrease in selected metrics (e.g., cycle time).
Estimated percentage improvement in team output and efficiency.
Reasoning: Explains how the projections are calculated based on the specific recommendations provided by the AI Coach. It outlines the assumptions and conditions influencing the estimated outcomes, helping you understand what drives these results.