Proof
Decision examples
Clarift outputs one move, anchored in raw signal. These examples show the format and the discipline.
Example 1
Add an explicit import progress state to prevent users from thinking the upload froze.
Users repeatedly interpret a slow import as failure and abandon the flow; the bottleneck is trust, not throughput.
"Stuck on importing… I left it for 5 minutes and gave up." Source: Support ticket.
"Upload just spins forever. I assumed it crashed." Source: App review.
Reduces abandonment on the import step and cuts repeat "is it broken" tickets.
Example 2
Ship a one-click CSV export for the core table to eliminate copy-paste workflows.
Power users are doing manual extraction to spreadsheets because there’s no export path; they waste time and blame the product.
"I end up copying rows into Sheets every week." Source: Founder DM.
"No CSV export means we can’t use this in our ops workflow." Source: Reddit thread.
Removes a recurring workaround and protects retention for operational users.