Workflow Painpoint Eval V2 High Conf
Workflow Painpoint Detection · Puzzle
High-confidence workflow painpoint eval for Puzzle.
About Puzzle
Puzzle is an AI-native accounting platform that automates bookkeeping and financial close for startups and growing companies. Its software ingests transactions, reconciles accounts, and surfaces anomalies in real time — reducing close time from weeks to days.
Sample tests· showing 3 of 45
| # | Input | Expected behavior | Check |
|---|---|---|---|
| 01 | Assess Puzzle workflow 'month_end_close_checklist' for operational friction and root cause. Signal appears stable; likely no painpoint. | should_flag_painpoint: false · painpoint_label: none · severity: none | Pass / Fail |
| 02 | Assess Puzzle workflow 'bank_and_card_reconciliation' for operational friction and root cause. Power users report recurring issue: stale_feed_data_conflict. | should_flag_painpoint: true · painpoint_label: stale_feed_data_conflict · severity: medium | Pass / Fail |
| 03 | Assess Puzzle workflow 'automated_revenue_recognition' for operational friction and root cause. Power users report recurring issue: methodology_assumption_mismatch. | should_flag_painpoint: true · painpoint_label: methodology_assumption_mismatch · severity: medium | Pass / Fail |
How this eval is graded
Evaluate source-grounded reasoning quality, power-user applicability, and operational safety under realistic failure modes.
Pass threshold: a criterion passes at a judge score of 4 or higher.
Rubric criteria
- Workflow Friction Detection
- Severity Prioritization
- Actionable Fix Design
Recommended for
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