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Validation and data integrity

What is the difference between validation, verification, qualification and calibration?

Calibration compares a measuring instrument’s readings with a reference standard of known value. Qualification proves that equipment, utilities, facilities or systems are properly installed, work correctly and lead to the expected results, usually through IQ, OQ and PQ. Validation proves that a process, method or system consistently produces results that meet predetermined criteria, and qualification is part of it. Verification confirms that specified requirements are met, such as checking a compendial method under actual conditions of use.

Illustration of a seal comparing two equipment versions, each linked to its retained evidence.

1How regulators define the four terms.

The EU GMP glossary and ICH Q7 give the working definitions; WHO’s validation guideline adds one for verification.¹²³

TermDefinitionSource
Calibration“The set of operations which establish, under specified conditions, the relationship between values indicated by a measuring instrument or measuring system… and the corresponding known values of a reference standard.”EU GMP glossary
Qualification“Action of proving and documenting that equipment or ancillary systems are properly installed, work correctly, and actually lead to the expected results.”ICH Q7 glossary
Validation“A documented program that provides a high degree of assurance that a specific process, method, or system will consistently produce a result meeting pre-determined acceptance criteria.”ICH Q7 glossary
Verification“The application of methods, procedures, tests and other evaluations, in addition to monitoring, to determine compliance with established requirements and specifications.”WHO TRS 1019, Annex 3

The EU definitions run the same way: qualification is proving “that any equipment works correctly and actually leads to the expected results”, and validation is proving that “any procedure, process, equipment, material, activity or system actually leads to the expected results”. The EU glossary adds that “the word validation is sometimes widened to incorporate the concept of qualification”.¹ PIC/S’s recommendations on qualification and validation, PI 006-4, use the terms the same way: in that document, qualification refers to facilities, utilities, equipment and systems, and validation to processes, cleaning and methods.⁴

2How they fit together.

Calibration, qualification and validation build on one another. Calibration comes inside qualification: Annex 15 lists “calibration of instrumentation” among the things installation qualification should include, and a process validation protocol lists the equipment to be used with its calibration status.⁵ Qualification then comes before process validation. Annex 15 says equipment, facilities, utilities and systems used for process validation should be qualified and test methods validated for their intended use.⁵ ICH Q7 states that qualification is part of validation, but “the individual qualification steps alone do not constitute process validation”.²

FDA’s process validation guidance of January 2011 uses the same order. It defines process validation as “the collection and evaluation of data, from the process design stage through commercial production, which establishes scientific evidence that a process is capable of consistently delivering quality product”. Its Stage 2 includes qualifying utilities and equipment, including verifying they are “properly connected and calibrated”, and FDA says these activities “necessarily precede manufacturing products at the commercial scale”.⁶

Computerised systems split the same way. Annex 11 says “the application should be validated; IT infrastructure should be qualified”.⁷

3Where verification fits.

Verification is the most general of the four words, and GMP texts use it in several places. Annex 15 defines design, installation, operational and performance qualification each as “documented verification” of a particular claim.⁵ Elsewhere, the pairs below show the difference: verification checks that requirements are met, while validation shows that a procedure, method or process will meet them consistently.

SubjectVerificationValidation
CleaningChemical analysis after each batch or campaign shows residues below the maximum allowable carryoverDocumented evidence that the approved cleaning procedure will reproducibly remove residues below that level
Test methodsThe suitability of every test method, compendial ones included, is verified under actual conditions of useThe accuracy, sensitivity, specificity and reproducibility of the firm’s test methods are established and documented
ProcessesOngoing (or continued) process verification shows the process remains in a state of control during commercial manufactureProcess validation shows the process can perform effectively and reproducibly to meet its specifications
SoftwareEach development phase’s outputs meet that phase’s specified requirementsSoftware specifications conform to user needs and intended uses

The cleaning and process rows come from the Annex 15 glossary,⁵ the test method row from 21 CFR 211.194(a)(2) and 211.165(e),⁸ and the software row from FDA’s General Principles of Software Validation, which notes that the device Quality System regulation was harmonised with ISO 8402:1994, which treats “verification” and “validation” as “separate and distinct terms”, while many software texts use them interchangeably.⁹ For medical devices, 21 CFR 820.3 now takes its definitions from ISO 13485 and Clause 3 of ISO 9000, incorporated by reference since the Quality Management System Regulation took effect on 2 February 2026.¹⁰⁹

4What the regulations require of each.

Calibration. US drug manufacturers must calibrate, inspect or check automatic, mechanical and electronic equipment under a written programme,⁸ and calibrate laboratory instruments “at suitable intervals” under a written programme with specific directions, schedules, limits for accuracy and precision, and remedial action when limits are not met. Instruments that don’t meet their specifications “shall not be used”.⁸ EU GMP Chapter 3 asks for measuring, weighing, recording and control equipment to be calibrated and checked at defined intervals, with records kept.¹¹

Qualification. Annex 15 sets out the stages from user requirements through design qualification, factory and site acceptance testing, and installation, operational and performance qualification, and expects equipment, facilities, utilities and systems to be evaluated at an appropriate frequency to confirm they remain in a state of control.⁵

Validation. Annex 15 calls it “a GMP requirement” to control the critical aspects of operations “through qualification and validation over the life cycle of the product and process”.⁵ In the US, 21 CFR 211.110(a) requires control procedures to “validate the performance” of manufacturing processes that may cause variability, and 211.113(b) requires validation of all aseptic and sterilisation processes.⁸ FDA states that process validation is legally enforceable under section 501(a)(2)(B) of the Federal Food, Drug, and Cosmetic Act.⁶

5How it runs in Seal.

In Seal’s commissioning and qualification blueprint, each requirement links to the IQ, OQ and PQ tests that verify it, and test equipment carries its calibration range, status, due date and standards traceability. Because that eligibility is recorded against each execution, a later calibration failure identifies the tests that used the instrument and opens an impact assessment. The calibration management blueprint keeps each point’s as-found and as-left results, procedure and reference standard, and links the event to the batches, tests and qualification runs that used the instrument.

The process validation blueprint runs PPQ protocols on the same platform as manufacturing, testing and quality, and carries the reviewed controls and residual risks into continued process verification.

References

  1. 1EudraLex Volume 4, Glossary, European Commission. https://health.ec.europa.eu/document/download/e99884fd-2b52-470b-9453-10346ddb6cbd_en?filename=glos4en200408_en.pdf (read 6 November 2026)
  2. 2ICH Q7, Good Manufacturing Practice Guide for Active Pharmaceutical Ingredients, ICH, 10 November 2000, section 12.3 and glossary. https://database.ich.org/sites/default/files/Q7%20Guideline.pdf (read 6 November 2026)
  3. 3WHO Technical Report Series No. 1019, Annex 3, Good manufacturing practices: guidelines on validation, glossary, World Health Organization, 2019. https://www.who.int/docs/default-source/medicines/norms-and-standards/guidelines/production/trs1019-annex3-gmp-validation.pdf (read 6 November 2026)
  4. 4PI 006-4, Recommendations on Qualification and Validation, PIC/S, 1 October 2026, sections 2.3 and 2.4. https://picscheme.org/docview/11277 (read 6 November 2026)
  5. 5EudraLex Volume 4, Annex 15: Qualification and Validation, European Commission, in operation from 1 October 2015, principle, sections 3, 4.1, 5.9 and 5.22, and glossary. https://health.ec.europa.eu/system/files/2016-11/2015-10_annex15_0.pdf (read 6 November 2026)
  6. 6Process Validation: General Principles and Practices, Guidance for Industry, FDA, January 2011, sections II, III and IV.C.1. https://www.fda.gov/media/71021/download (read 6 November 2026)
  7. 7EudraLex Volume 4, Annex 11: Computerised Systems, European Commission, revision 1, in operation from 30 June 2011, principle. https://health.ec.europa.eu/system/files/2016-11/annex11_01-2011_en_0.pdf (read 6 November 2026)
  8. 821 CFR Part 211, sections 211.68(a), 211.110(a), 211.113(b), 211.160(b)(4), 211.165(e) and 211.194(a)(2), eCFR. https://www.ecfr.gov/current/title-21/chapter-I/subchapter-C/part-211 (read 6 November 2026)
  9. 9General Principles of Software Validation; Final Guidance for Industry and FDA Staff, FDA, 11 January 2002, front notice and section 3.1.2. https://www.fda.gov/media/73141/download (read 6 November 2026)
  10. 1021 CFR 820.3, Definitions, eCFR. https://www.ecfr.gov/current/title-21/chapter-I/subchapter-H/part-820 (read 6 November 2026)
  11. 11EudraLex Volume 4, Chapter 3: Premises and Equipment, European Commission, in operation from 1 March 2015, section 3.41. https://health.ec.europa.eu/document/download/18d76565-137b-41d2-a602-794527f708c1_en?filename=chapter_3.pdf (read 6 November 2026)

AQuestions and answers

Is qualification part of validation?

Yes. ICH Q7 calls qualification part of validation, but says the qualification steps alone don’t amount to process validation. The EU glossary notes that the word validation is sometimes widened to include qualification.

Is calibration the same as qualification?

No. Calibration relates an instrument’s readings to a reference standard. Qualification proves that a piece of equipment is installed correctly, operates across its ranges and performs in use; calibrating its instruments is one part of installation qualification.

Do you validate or verify a compendial test method?

You verify it. US CGMP requires the suitability of every test method to be verified under actual conditions of use, and for an unmodified method from the USP or another recognised reference, citing the method and its reference stands in for the data on its accuracy and reliability. Other methods need their accuracy, sensitivity, specificity and reproducibility established and documented, which the regulation calls validation.

What is the difference between verification and validation for software?

In FDA’s software validation guidance, verification shows that the outputs of each development phase meet that phase’s requirements, and validation confirms that the specifications meet user needs and intended uses. Verification activities support the conclusion that software is validated.

How often does equipment need requalification?

Annex 15 doesn’t set one interval. It asks for equipment to be evaluated at an appropriate frequency to confirm it remains in a state of control, and where requalification is done at a set period, that period has to be justified. Changes go through change control, which decides whether requalification is needed.

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