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Insights › Industry playbooks

Industry playbooks

Moving Pharma Batch Records from Paper to Digital: What to Plan For

Electronic batch records change how you work, validate and audit. The decisions to make before you start.

Trikaan Research & Engineering·10 Nov 2026·4 min read
Moving Pharma Batch Records from Paper to Digital: What to Plan For

KEY TAKEAWAYS

  • eBMR changes how work is done and reviewed, not just where it is written.
  • Get master batch records right before digitising execution.
  • Design for data integrity from the start.
  • Plan validation and change management as core workstreams.

Paper batch manufacturing records are slow to review, prone to errors and hard to search. Electronic batch records promise faster release and better data integrity — but only with careful planning.

This article covers the decisions to make before you start. It is a planning guide, not regulatory advice.

Define scope

  • Which products, dosage forms and sites first.
  • Which steps: dispensing, manufacturing, packing, in-process checks.
  • Which equipment and instruments to integrate.
  • Which records stay on paper for now.

Master records first

Electronic execution is only as good as the master batch record behind it. Review and standardise master records, parameters and limits before configuring them. This is often the longest part of the project.

Data integrity by design

These principles, often summarised as ALCOA+, should shape screen design, permissions and audit trails.

PrincipleIn practice
AttributableEvery entry linked to a user
Legible & originalData captured directly, not transcribed
ContemporaneousEntries timestamped by the system
AccurateLimits and checks at entry
Complete & enduringAudit trails, secure retention

Review by exception

One of the biggest benefits is reviewing only deviations and exceptions rather than every page. This needs clear rules for what counts as an exception and confidence in system controls.

In practice: If reviewers still read every line after go-live, the system is not trusted yet. Find out why.

Validation and change

  • Risk-based validation plan agreed with quality.
  • Testing of critical functions and calculations.
  • Training and competence records for users.
  • Procedures for system downtime.
  • Change control for the system itself.

Frequently asked questions

What is an eBMR?

An electronic batch manufacturing record that guides and records batch production steps digitally.

Does eBMR require validation?

Systems used for GMP records generally require validation proportional to risk; follow your quality system and regulatory guidance.

Can we start with one product?

Yes — a pilot product helps refine master records and procedures.

What about equipment integration?

Integrating balances and instruments improves data integrity by removing transcription.

  • #electronic batch records
  • #eBMR pharma
  • #pharma manufacturing software
  • #data integrity ALCOA
  • #batch manufacturing record

Trikaan Research & Engineering

Trikaan

Written by the researchers and engineers who build Anvaya, ASTR and Seed Track, with input from Trikaan's delivery and engineering teams.

ON THIS PAGE

  • Define scope
  • Master records first
  • Data integrity by design
  • Review by exception
  • Validation and change
  • FAQ

Pharmaceuticals

Batch records, quality and traceability for pharma plants.

See the industry page

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