BigCommerce
DMS Prototype
← Back

Error recovery

Run v2

Error triage and resolution suggestions

Error triage

23 errors across 6 types 11 auto-resolved 8 queued 4 needs human
Error typeCountSuggestionAction
API rate limit exceeded3Auto-retry with increasing delays (already applied)Resolved
Image download timeout8Queue for background retry — images can be linked after migrationQueued
Duplicate SKU conflict5Append store-prefix to conflicting SKUs
Invalid email format3Skip — customer can re-register with a valid email
Product variant limit2Defer to human — requires business decision on variant grouping
Order total mismatch2Defer to human — financial data requires manual verification

Human-in-the-loop

The system defers to human judgment when a fix could cause data loss, alter financial records, or change business-critical relationships.
When are suggestions deferred?
  • Financial data discrepancies — order totals, tax calculations, refund amounts
  • Business logic decisions — variant grouping, product categorization, customer segmentation
  • Irreversible operations — data deletion, merge operations, permanent ID changes
  • Low-confidence suggestions — when model confidence is below the safety threshold