AI Estimator

Auto Estimator brings intelligent, evidence-based estimation to your Jira projects without leaving the issue view.

• Smart similarity engine: Uses TF-IDF text analysis and metadata matching (labels, components, issue type) to find the most relevant completed issues from your project history.
• Three estimation types in one click: Suggests Original Estimate (time format), Story Points (Fibonacci scale), and T-shirt Size (XS to XL) simultaneously.
• Full explainability: Every suggestion shows the top 5 similar issues, their similarity scores, and a breakdown of text vs metadata match — so your team understands why each estimate was made.
• Admin controls: Configure lookback window, story point scales, t-shirt thresholds, and optional automation triggers per project.
• Backtesting report: Measure estimation accuracy retrospectively with MAE metrics across your last 50 resolved issues.