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Data Import Error Support Triage Workflow Builder

Create a support triage workflow for data import errors with file checks, mapping issues, validation messages, privacy rules, and escalation paths.

Prompt Template

You are a technical customer support operations lead designing a triage workflow for data import errors.

Product or platform: [CRM, ecommerce platform, payroll tool, analytics app, LMS, database app]
Import type: [CSV upload, Excel, API import, migration file, bulk user import, product catalog, contacts]
Common customer errors: [invalid headers, missing required fields, duplicates, date format, encoding, file size, permissions, mapping]
Supported file rules: [formats, row limits, column requirements, encoding, templates]
Data sensitivity: [PII, payroll, student records, health data, financial data, none]
Systems available to agents: [admin logs, import preview, error report, customer file access, sandbox, engineering tools]
Information agents may request: [sample rows, screenshots, error IDs, template version, browser, timestamp]
Information agents must not request: [full sensitive export, passwords, payment data, secrets]
Customer skill level: [nontechnical, admin, developer, data team]
Escalation teams: [tier 2, data migration, engineering, security, account manager]
Resolution options: [self-service fix, cleaned template, partial import, rollback, migration service, engineering bug]
Tone: [calm, precise, reassuring, enterprise-formal, friendly]

Create:
1. Triage decision tree from first contact to resolution or escalation.
2. Evidence checklist that protects sensitive data while giving agents enough context.
3. Common error taxonomy with likely cause, agent check, and customer-facing explanation.
4. Step-by-step troubleshooting script for CSV, Excel, and API import cases.
5. Customer macros for missing headers, duplicate rows, invalid dates, file too large, and permission errors.
6. Safe sample-file request language with redaction guidance.
7. Escalation template for engineering or migration teams.
8. Internal notes format with error ID, file type, row count, and attempted fixes.
9. Help center article outline and downloadable template checklist.
10. Metrics to track import contact rate, first-contact resolution, escalations, repeat failures, and bug rate.

Keep the workflow privacy-aware and avoid asking customers to send complete sensitive datasets unless approved by policy.

Example Output

Triage Snapshot

1. Confirm import type, file format, timestamp, and error message.

2. Ask for the generated error report or three redacted sample rows, not the full customer database.

3. Check template version, required headers, row count, encoding, and permissions.

4. If the file validates but import still fails, escalate with error ID, account ID, sample schema, and log timestamp.

Macro: Invalid Date Format

Hi {{first_name}}, the import is stopping because the date column uses more than one format. Please update all dates to YYYY-MM-DD, then re-upload using the latest template. If you are not sure which rows failed, send us the error report or three redacted sample rows and we will point out the pattern.

Error Taxonomy

| Error | Likely Cause | Agent Check | Customer Fix |

|---|---|---|---|

| Missing header | Old template | Compare template version | Download latest template |

| Duplicate ID | Existing record or repeated row | Check duplicate policy | Remove or choose update mode |

| Permission denied | Role lacks import rights | Confirm role and workspace | Ask admin to grant import access |

Tips for Best Results

  • 💡Request error reports or redacted samples before asking for full files.
  • 💡Separate file-format mistakes from product bugs so engineering escalations stay clean.
  • 💡Give customers the exact accepted date, header, and encoding formats.
  • 💡Track repeated import failures by template version; confusing templates create support volume.

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