Aformity

Import replay for safer customer handoffs.

Re-run transformations, inspect prior decisions, and compare outputs before customer data enters production.

Repeat the path from upload to output

Replay helps teams validate what happened, reproduce clean outputs, and reduce risk in follow-up imports.

Re-run the same preparation sequence

Apply the same mapping, cleanup, and validation path to a refreshed file without rebuilding the workflow from scratch.

App / Replay

Replay run

Preview

Run 044 comparison

Re-run the same preparation path against the revised file.

StagePreviousCurrentDiff
Source file 1,284 rows 1,286 rows +2
Transform 5 functions 5 functions same
Validate 0 blockers 2 blockers +2
Output Locked Queued hold

Compare outputs before handoff

Review what changed between source files, prepared data, and approved output so teams understand the final import shape.

App / Source / Transform

Source transformation

Preview

Transformation rules

AI suggestions stay attached to source fields.

2 to review
company_name Account.name trim + title case Accepted
owner_email Team.owner match user by email Review
plan_start Contract.starts_at parse date Accepted
legacy_id External reference preserve Queued
4 mappings accepted
1 owner needed
2 reusable rules

Keep repeat launches consistent

Use replay to handle recurring customer imports, test fixes, and preserve the operating pattern that already worked.

App / Templates

Template builder

Preview

B2B SaaS launch template

Source guide, checks, transformations, approval.

v4
1 Source guide CSV and XLSX accepted Locked
2 Validation rules 17 checks locked Locked
3 Transformations 5 editable functions Editable
4 Approval path Ops then customer Queued

Import replay FAQs

Answers for teams that need to reproduce, verify, and compare customer import preparation steps.

Import replay lets teams re-run the same mapping, cleanup, validation, and preparation sequence against a refreshed or similar customer file so they can verify the output before production import.

Replay helps teams compare source files, prepared outputs, rule versions, and approved decisions. That makes it easier to catch unexpected changes before customer data enters a live system.

Teams should replay an import when a customer sends a revised file, a mapping rule changes, a validation issue is fixed, or a repeat launch needs the same preparation path as a previous project.

No. Replay improves confidence in the prepared data and decision path, but teams should still follow their normal production import, QA, and rollback procedures.

Replay customer imports.

Verify the preparation path before data reaches production.

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