Fictional worked example · CSVtoCSA editorial

RPA Quality Record Entry

A robotic process automation workflow enters approved source data into eQMS and must control identity, exceptions, duplicates, changes, and reconciliation.

Published 12 September 2026 · Context updated 21 September 2026 · Version 2.0

All organizations, identifiers, test results and decisions in this example are fictional teaching material.

Information available and assumptions

The bot reads attachments and creates draft quality records, with no authority to approve or close them. Source and created records can be reconciled.

Scope and decision record

Standard case study record

Scope and decision fields

Read these fields before the detailed worked case. All organizations, identifiers, test outcomes, and decisions are fictional teaching material.

GxP Assessment
Incorrect transcription, missing source, duplicate creation, unauthorized action, or hidden exception can weaken the controlled Quality record.
Change or Issue
Robotic process automation (RPA) reads an approved mailbox attachment and creates a draft Quality event in eQMS.
Functions Affected
  • Source-file selection
  • Field extraction and mapping
  • Draft record creation
  • Attachment and source linkage
  • Exception handling and reconciliation
Potential Impact
A Quality event can be incomplete, delayed, duplicated, or associated with the wrong source.
Deviations / Known Issues
A fictional timeout creates two drafts because the robot cannot confirm the first transaction.
In this example

Situation

Robotic process automation (RPA) reads an approved mailbox attachment and creates a draft Quality event in eQMS.

Intended Use

Transcribe defined fields and attach the source document. A qualified user reviews and submits the draft; the robot cannot approve or close the event.

Decision Summary

Decision elementCase record
GxP assessmentIncorrect transcription, missing source, duplicate creation, unauthorized action, or hidden exception can weaken the controlled Quality record.
Potential impactA Quality event can be incomplete, delayed, duplicated, or associated with the wrong source.
Known issueA fictional timeout creates two drafts because the robot cannot confirm the first transaction.
Validation conclusionProduction use is restricted until an idempotency key and accountable exception queue are implemented and retested.

GxP Assessment

Incorrect transcription, missing source, duplicate creation, unauthorized action, or hidden exception can weaken the controlled Quality record.

Affected GxP Functions

  • Source-file selection
  • Field extraction and mapping
  • Draft record creation
  • Attachment and source linkage
  • Exception handling and reconciliation

Failure Scenarios

  • Wrong attachment is selected
  • Date or identifier is misread
  • Retry creates a duplicate
  • Robot uses excessive privilege
  • Failure is logged but not resolved

Potential Impact

A Quality event can be incomplete, delayed, duplicated, or associated with the wrong source.

Existing Controls

  • Approved mailbox
  • Read-only source
  • Dedicated service account
  • Human draft review
  • Daily transaction reconciliation

Existing Evidence

  • Qualified RPA platform
  • Approved mapping specification
  • Prior eQMS validation
  • Controlled deployment pipeline

Evidence Gaps

  • Poor-quality attachment handling
  • Timeout and retry
  • Credential rotation
  • eQMS screen change

Testing Approach

  • Script exact field, format, attachment, and role behavior
  • Challenge unreadable, duplicate, missing, and malformed sources
  • Test timeout, retry, partial creation, and safe stop
  • Verify draft review, source link, audit history, and reconciliation

Deviations or Known Issues

A fictional timeout creates two drafts because the robot cannot confirm the first transaction.

Validation Conclusion

Production use is restricted until an idempotency key and accountable exception queue are implemented and retested.

Reassessment Criteria

  • Source format change
  • RPA or eQMS interface change
  • Credential or permission change
  • Process or mapping change
  • Duplicate or missed-event incident

Limitations and unresolved questions

A draft-only authority limit does not prevent duplicate or incomplete records. Retry controls and an owned exception queue require evidence before wider use.

Relevant regulations and guidance

These sources apply within their stated scope. The suggested worksheet fields, test designs and fictional decisions are practitioner recommendations, unless a source requirement is expressly identified. Completing a template does not establish compliance.

Computer Software Assurance for Production and Quality Management System Software ↗

Regulatory guidance / GMP guideline · United States · February 2026

Scope: Medical-device manufacturers assuring software used in production or their quality management system.

Relevance: For medical-device production or QMS software, supports selecting assurance activities from intended use, risk and available evidence. It is nonbinding guidance and does not determine other sectors’ obligations.

Status: Final / published · Checked 2026-09-21

Publication identity, scope and status checked against the linked official source. This is not an independent audit of every retained guide statement.

Read source details and applicability →

EudraLex Volume 4, Annex 11 — Computerised Systems ↗

Regulatory guidance / GMP guideline · European Union · January 2011 revision

Scope: Computerised systems supporting activities in the applicable EU pharmaceutical GMP context.

Relevance: For computerised systems used in EU GMP activities, informs lifecycle, supplier and record controls. Confirm applicability to the actual activity; the example does not establish it.

Status: Final / published · Checked 2026-09-21

The Commission index confirms the January 2011 operative revision. The linked PDF could not be retrieved in this check; retained detailed section mappings need review against an authorized copy.

Read source details and applicability →

21 CFR Part 11 — Electronic Records; Electronic Signatures ↗

Regulation · United States · Current eCFR text

Scope: Electronic records and signatures within FDA Part 11 scope, tied to the underlying required records.

Relevance: Assess applicability to electronic records required by FDA predicate rules and electronic signatures used in their place. The presence of an electronic record alone is not an applicability conclusion.

Status: Final / published · Checked 2026-09-21

Publication identity, scope and status checked against the linked official source. This is not an independent audit of every retained guide statement.

Read source details and applicability →
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