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Awareness training · Good practice (GxP)

GMP Sampling Training: QC Sampling and Retention Samples

If you sample drums in the warehouse booth, review sampling records in QC, or keep the retained sample store, GMP sampling training answers the questions inspectors ask you directly. How many containers did you open, and why that number? Was every container identity-tested? Where is the reserve sample for that complaint batch, and is there enough left to test it twice?

This training course teaches sampling and sample retention as practised in pharmaceutical quality control, in about two hours. You learn to choose and justify a sampling plan, decide when every container needs an identity test, take and label samples without contaminating them or the batch, keep a chain of custody, follow resampling and retesting rules, and keep reference and retention samples of the right size for the right time, including the 2026 revision of EU GMP Annex 19. A built company, JKL Pharma, with sites in Mumbai and Singapore, is followed throughout.

GMP sampling training teaches how pharmaceutical QC teams take samples that represent the whole batch and keep the samples regulators require. It covers sampling plans, identity testing of every container, sampling areas and technique, labelling and chain of custody, resampling rules, and reference and retention samples under US FDA rules and EU GMP Annexes 8 and 19.

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Part of: Pharmaceutical GMP and GDP Training

Part of: GMP & Medical Devices

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What you get

  • 10 video modules

    About 109 minutes, with captions. Watch at your own pace on any device.

  • Practice after every module

    Short questions check your understanding before you move on.

  • Final exam

    Multiple choice, with immediate retakes if you need them.

  • Built by experts

    Industry experts, domain specialist trainers and globally renowned auditors with 30+ years in ISO and GRC.

A certificate you can prove, and share

Verifiable certificate with a QR code anyone can scan, plus a digital badge to add to your LinkedIn profile.

See how verification works →

Standard and edition21 CFR 211.84, 211.160 and 211.170; EU GMP Chapter 6, Annexes 8 and 19

Last updated31 October 2026

Why GMP sampling matters now

A test result is only as good as the sample behind it, and recent FDA actions show the cost of getting sampling wrong. FDA's May 2023 guidance on high-risk components reports wide variability of diethylene glycol and ethylene glycol contamination from container to container, and recommends testing a sample from each container of each lot. In a June 2025 warning letter, FDA called a firm's plan to sample the first lot from a supplier and then only periodically compare later lots with the certificate inadequate.

Retained samples matter just as much after release. In a January 2026 warning letter about a complaint of crumbling, pitted tablets, FDA found the firm's response lacked chemical testing of reserve samples and asked for analytical testing, including dissolution. And the EU revised Annex 19 on reference and retention samples, published on 23 June 2026 and applicable from 24 September 2026, adding rules for parallel imported, distributed and traded products.

Who this GMP sampling training course is for

The course is written for the people who take, handle, review and keep samples. Take it when you start sampling, before an FDA or EU GMP inspection, after a finding on sampling plans or identity testing, when an OOS investigation questions how a sample was taken, or when your site must apply the 2026 Annex 19 revision.

  • QC samplers and analysts
  • Warehouse staff who assist with sampling
  • QA staff who review sampling records and retained samples
  • QC supervisors and managers
  • Qualified Persons at pharmaceutical, API and excipient sites

What you will learn on this training course

The outcomes run from the plan to the retained sample shelf, the same order your sampling SOP follows.

  • Explain why representative sampling decides whether a test result means anything
  • Choose and justify a sampling plan for a delivery of starting material
  • Decide when every container needs an identity test
  • Take, label and handle samples without contaminating them or the batch
  • Keep reference and retention samples of the right size, for the right time
  • Use retained samples well in complaints and investigations

Course outline: 10 modules

  • Module 1, Why sampling matters: three real cases, why the sample decides the result, the built company and four myths.
  • Module 2, The rules in brief: procedures, representative plans, sample labels, approval, and reference and retention samples.
  • Module 3, Sampling plans: what a plan decides, the n, p and r plans, their limits, composites, standards and justification.
  • Module 4, Identity of every container: the identity rule, validated exceptions, high-risk components and practice.
  • Module 5, The sampler and technique: sampler training, sampling areas, tools, the sampling sequence, labels, sterile and hazardous items.
  • Module 6, Packaging, in-process and finished product: stressed points, blend samples, finished product, packaging, bulk and segregation.
  • Module 7, Handling samples: container to laboratory, chain of custody, OOS checks, retests, resamples and averages.
  • Module 8, Reference samples: what they are, who keeps them, how long, how much, storage, testability and location.
  • Module 9, Retention samples: location, agreements, the US yearly visual check, parallel trade and site closedown.
  • Module 10, Putting it together: using retained samples in investigations, the sample log and the whole course.

The sampling requirements explained

In the US, 21 CFR 211.84 requires representative samples of each shipment of each lot of components and at least one identity test on each component; 211.160 and 211.165 cover laboratory controls and sampling plans for release; and 211.170 sets reserve sample rules, including a yearly visual examination of retained samples. FDA's May 2022 OOS guidance (Revision 1) governs when a retest or resample is justified.

In the EU, Chapter 6 of the GMP guide (in operation since 1 October 2014) covers sampling in quality control, Annex 8 covers sampling of starting and packaging materials, including identity of each container, and Annex 19 covers reference and retention samples, revised in 2026. WHO's guidelines for sampling of pharmaceutical products (TRS 929, Annex 4) supply the n, p and r plans. Paid standards such as ISO 2859-1 are named as references only.

How the online course works

The course is delivered as 10 on-demand video modules with about 2 hours of video in total. Each module ends with short practice questions so you can check your understanding before moving on; they do not count toward your result. The examples follow JKL Pharma's sampling booth in Mumbai, aseptic sampling of a sterile API in Singapore, and the locked sample stores at both sites.

The course closes with a multiple-choice final exam drawn from the course's question bank. The exam is assessed, with a pass mark of 70%. If the first attempt does not reach it, one retake is included. Every learner who completes the course and the exam receives a Sterling Academy Certificate of Completion.

  • Study online, on demand, on any device: laptop, tablet or phone
  • Learn at your own pace and replay any module
  • Practice questions after every module
  • Final multiple-choice exam with one retake
  • Certificate of Completion when you finish the course and exam

What you can do after the course

You will be able to check your own sampling programme against what FDA and EU inspectors expect.

  • Write a justified sampling plan for a delivery of drums or bags
  • Decide which materials need an identity test on every container
  • Take samples in the right order with the right tools and label them correctly
  • Keep a chain of custody from container to laboratory
  • Apply the rules on retests and resamples in an OOS investigation
  • Set the size, storage time and location of reference and retention samples
  • Use retained samples to answer a complaint quickly

GMP sampling training for teams and organisations

Sterling Academy offers company plans so a whole team can take this course together. A client administrator in your organisation adds people, assigns this course and related ones, and follows progress from one place, so samplers, analysts, warehouse staff and QA can all work from the same method.

Progress reports show who has started, who has completed and who holds a certificate, which is useful evidence of training when an auditor or inspector asks for it. Your organisation receives one invoice for the plan instead of individual receipts. Company prices are set per organisation: get a quote for your organisation and we will reply with a plan that fits the number of learners and courses you need.

Why learn with Sterling Academy

Sterling Academy courses are built by industry experts, domain specialist trainers and globally renowned auditors with 30+ years of experience in ISO and GRC. The Academy is the training arm of Sterling International Consulting, with 8,100+ client engagements in 60+ countries over 20+ years, so the course content reflects what auditors, inspectors and clients actually ask for in practice.

Every course is kept to the current edition of the regulations and guidance it teaches; this one already includes the EU GMP Annex 19 revision applicable from 24 September 2026.

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Watch a sample from QC Sampling and Retention Samples Training before you enrol.

QC Sampling and Retention Samples TrainingSample

Inside the course

A clear path through the essentials.

10 modules, 10 practice checkpoints and a final exam. Video runtimes are approximate; allow additional time for the practice questions and the final exam. Modules marked optional can be skipped; the others are studied in any order.

Part 1Why QC sampling matters and the GMP rulesApprox. 21 min

  1. Welcome: why sampling matters10 min

    Why QC sampling and retention samples matter in pharmaceutical GMP, shown through glycol contamination, skipped identity tests and untested reserve samples.

    What this module covers

    Opens with FDA's guidance revised in May 2023 after children died from cough syrups contaminated with DEG and EG through excipients, where contamination varied from drum to drum. Two FDA letters follow: Dynamic Blending Specialists in Utah, which sampled only some supplier lots, and Cohance Lifesciences in India, whose reserve samples of crumbling tablets were not tested. You then meet JKL Pharma, which makes metformin tablets and amoxicillin capsules in Mumbai and sterile ceftriaxone injections in Singapore, with locked sample stores and an EU importer in Dublin, plus a generic maker in London and a contract laboratory in Sydney. The module outlines the ten modules, practice questions and final exam, corrects four myths and ends with a recap.

    What you will be able to do

    • Explain why a test result depends on how the sample was taken
    • Recognise the sampling failures behind three recent FDA cases
    • Describe how long retained samples must be kept after expiry

    Why it matters

    Seeing how poor sampling let contaminated material through elsewhere shows why your own plans and sample stores matter.

    Practice: Practice: Welcome: why sampling matters · 3 questions

  2. The rules in brief11 min

    Covers the US and EU GMP rules for QC sampling procedures, sample labelling, sampler training and reference and retention samples, in brief.

    What this module covers

    Starts with a small tablet maker whose procedure says only take a representative sample, so one sampler takes three drums with a clean thief and another one drum with a kitchen scoop. You then see where the rules are written and what a written sampling procedure must set: method, tools, amount, containers and precautions, approved by quality. The module covers trained, qualified samplers with recorded training, documenting at the time, and labelling each sample with batch, containers sampled, date and sampler. A contract laboratory in Sydney that tests for several medicine makers shows the shared duties, and JKL Pharma's procedure uses a separate form for each sample type. It ends with retained sample amounts and periods, a two-sampler test and a recap.

    What you will be able to do

    • Check that a sampling procedure sets method, tools, amount and containers
    • Label a sample with batch, containers sampled, date and sampler
    • Explain how much retained sample to keep and for how long

    Why it matters

    A procedure two samplers would follow the same way is what makes a sample representative, not a word on the label.

    Practice: Practice: The rules in brief · 3 questions

Part 2Sampling plans, identity testing and the sampler's roleApprox. 33 min

  1. Sampling plans11 min

    Explains pharmaceutical sampling plans: how many containers to sample, the WHO n, p and r plans, ISO 2859-1 and justifying a plan by risk.

    What this module covers

    Opens with forty drums of one excipient batch in quarantine and three samplers giving three answers: three drums, seven, or all forty. You then learn that identity, full quality testing and building a retained sample are different jobs, and that a uniform powder and a liquid that separates need different thinking. The module explains the WHO n, p and r plans, including the square root formula, and the limits WHO itself places on them. It covers recording which containers were chosen, US statistical quality control criteria for product sampling, and printed cartons sampled under an ISO 2859-1 plan. A generic medicine maker in London shows a plan revised after a failure. It ends with the common mistake and a recap.

    What you will be able to do

    • Choose a sampling plan for the job it has to do
    • Explain the n, p and r plans and where they do not apply
    • Justify a plan by risk, supplier history and variability

    Why it matters

    A plan chosen for its purpose and written down with its reasons stands up when an inspector asks why you opened that number of drums.

    Practice: Practice: Sampling plans · 3 questions

  2. Identity of every container11 min

    Covers identity testing of every container under EU GMP Annex 8, when a validated reduced plan is allowed, and FDA's rule for high-risk components.

    What this module covers

    Starts with FDA's 2023 guidance on glycol contamination, citing a report from Indonesia of nine drum samples over the safety limit with wide variability between containers. You then learn that the user tests identity on every batch and normally every container, and that Annex 8 allows fewer only under a validated procedure, improbable for brokers and for injections. The module shows numbering each container and recording each identity result against its number, then combining samples for the full specification. JKL Pharma has validated no reduced plan, while a tablet maker validated one for an excipient bought directly from a maker in Frankfurt. It ends with high-risk components tested in every container for the glycol limit, checks and a recap.

    What you will be able to do

    • Explain why identity must be tested container by container
    • Check whether a reduced identity plan meets the Annex 8 conditions
    • Record identity results so that a failing container can be found

    Why it matters

    Testing identity in every container catches the one wrong drum that an average across containers would hide.

    Practice: Practice: Identity of every container · 3 questions

  3. The sampler and technique11 min

    Explains the QC sampler's role in GMP: training, sampling areas, clean tools, sampling technique, labelling at the time and resealing containers.

    What this module covers

    Opens with a powder thief wiped with a cloth but not washed between two materials, so traces of Monday's powder enter Tuesday's sample and drum. You then learn what sampler training covers: plans, written procedures, techniques, risks and what to notice. The module explains sampling in a defined, recorded area, with special or dedicated environments for materials such as hormones and penicillins, and clean, inert tools that are cleaned, dried, stored and logged. It shows WHO's labelling at the time of sampling, the sampling record a questioned result starts from, and JKL Pharma's booth log. A sterile medicine site in Boston sampling a sterile active ingredient adds aseptic precautions. It ends with resealing and marking containers, checks and a recap.

    What you will be able to do

    • Apply clean sampling technique from opening to resealing
    • Check that sampling tools are cleaned, dried, stored and logged
    • Label each sample at the moment it is taken

    Why it matters

    Careful technique keeps the sample true and the batch clean, because every later result starts with the sampler.

    Practice: Practice: The sampler and technique · 3 questions

Part 3Sampling materials and products, and chain of custodyApprox. 22 min

  1. Packaging, in-process and finished11 min

    Covers sampling of packaging materials, in-process materials and finished products in GMP, including start, end and restart samples.

    What this module covers

    Starts with a tablet batch sampled only from the middle of the compression run, while the first drum held soft tablets from a press that took twenty minutes to settle. You then learn the in-process controls the rules list, such as weight variation, disintegration time, mixing, dissolution and pH, and the US rule for testing each batch against final specifications. The module covers WHO's list of bulk materials and how JKL Pharma checks tablets at the start, every thirty minutes, at the end and after every stop, with each sample time written into the batch record. A packaging site in Paris receiving patient leaflets shows packaging sampled one printed material at a time. It ends with retention samples from each packing operation and a recap.

    What you will be able to do

    • Plan in-process samples at the start, end and restarts of a run
    • Sample finished product across the whole run in whole packs
    • Apply safe sampling of printed packaging, one material at a time

    Why it matters

    Sampling where processes drift finds problems before customers do, instead of confirming only the steady middle of a run.

    Practice: Practice: Packaging, in-process and finished · 3 questions

  2. Handling samples11 min

    Explains sample handling and chain of custody, and the FDA OOS rules on retesting and resampling after an out-of-specification result.

    What this module covers

    Opens with an assay result of 89 per cent against a lower limit of 90, retested and resampled until only a result within limits was reported, a pattern FDA's OOS guidance calls testing into compliance. You then follow a sample from container to laboratory: labelled and sealed at the time of sampling, transferred under its conditions and logged in a chain of custody. The module explains investigating an out-of-specification result starting in the laboratory, then production records and sampling procedures, using an active ingredient maker in Tokyo. It covers the maximum number of retests set in advance in a written procedure, when resampling is allowed, and why every result is reported without averaging. It ends with checks and a recap.

    What you will be able to do

    • Keep a chain of custody from container to result
    • Explain why an OOS investigation starts with a laboratory check
    • Apply retest and resample rules set in advance in a procedure

    Why it matters

    Reporting every result and following set rules for retests protects the site from the charge of testing into compliance.

    Practice: Practice: Handling samples · 3 questions

Part 4Reference and retention samples in useApprox. 33 min

  1. Reference samples11 min

    Covers reference samples under EU GMP Annex 19: what they are, who keeps them, how much, how long, where and under what conditions.

    What this module covers

    Starts with a complaint about discoloured tablets, eighteen months after release, where the store holds a single bottle and the full release tests need three. You then learn the Annex 19 definition of reference samples as a record of the batch, for finished product, starting materials and packaging, with traceability records kept for inspectors. The module covers written agreements between sites, samples kept at the manufacturer where a mutual recognition agreement applies, and a contract packaging site in Frankfurt. You see JKL Pharma keep six bottles of metformin tablets per batch in the Mumbai store at 15 to 25 degrees, enough for two full runs. It ends with keeping periods past expiry, marketed packaging, a working laboratory nearby, and a recap.

    What you will be able to do

    • Explain what reference samples are and which materials need them
    • Calculate the amount needed for two full runs of the release tests
    • Check storage, keeping period and access to a working laboratory

    Why it matters

    Keeping enough reference sample means a complaint years later can be answered with full test data, not partial guesses.

    Practice: Practice: Reference samples · 3 questions

  2. Retention samples11 min

    Explains retention samples under EU GMP Annex 19 and US rules: storage, Qualified Person access, the yearly visual check and the 2026 Annex 19 changes.

    What this module covers

    Opens with a pharmacist's question about leaflet wording, answered within the hour from a retention sample after the artwork had been revised twice. You then learn that a retention sample is a fully packaged unit from each packing operation, kept a year past expiry, preferably where the certifying Qualified Person is located and open to the authority, under written agreements. The module covers the US yearly visual check of reserve samples, which Annex 19 does not require. A parallel distributor in Paris shows the 2026 rules for parallel trade, including photographic samples that are complete, high quality and traceable to the batch packaging record. You see JKL Pharma label each retention pack with its operation number. It ends with checks and a recap.

    What you will be able to do

    • Explain what a retention sample is and how long it is kept
    • Check that retention samples can be found and reached quickly
    • Describe the 2026 Annex 19 changes for parallel trade

    Why it matters

    A retention sample you can find within minutes shows a regulator exactly what a patient received.

    Practice: Practice: Retention samples · 3 questions

  3. Putting it together11 min

    Shows how retained reference and retention samples are used in a pharmaceutical complaint investigation, then recaps the QC sampling course.

    What this module covers

    Returns to Cohance Lifesciences, whose investigation of crumbling tablets named a raw material as the cause, but lacked chemical testing of reserve samples to confirm it. You then learn when retained samples are used: whenever a complaint, query or safety report concerns a batch, with a generic maker in London receiving a pharmacovigilance report. The module walks through examining the retention pack against the complaint sample, testing the reference sample, keeping the sample log up to date at the time, and recording approved disposal. It then recaps the course, from written plans and identity in every container to technique, handling and keeping samples, explains the scenario-based final exam, and ends with the course's closing message.

    What you will be able to do

    • Use retained samples to confirm the cause of a complaint
    • Keep a sample log that records every removal at the time
    • Summarise the sampling practices covered across the course

    Why it matters

    Testing retained samples during an investigation turns a stated cause into one you can show to the regulator.

    Practice: Practice: Putting it together · 3 questions

Frequently asked questions

Your questions,
answered.

About QC Sampling and Retention Samples Training, its certificate and enrolment.

Ask Sterling
Is Sterling Academy a good choice for GMP training?

Yes. Sterling Academy's GMP courses are built by the Sterling consulting group, which has taken organisations to certification across 8,100+ client engagements in 60+ countries over 20+ years. They cover the awareness and specialist levels, always on the current edition, with practice questions that show the right answer. Each course ends with a final exam and a verifiable certificate that anyone can check online, plus a LinkedIn badge, and client administrators can show an auditor exactly who has been trained. You will understand what GMP asks of you, contribute to your organisation's implementation and audit readiness, and play your part with confidence when the auditor visits. Sterling Academy courses carry the same content as Sterling's classroom training, whose certificates are trusted and accepted by all major certification bodies, as evidence of training at client audits for over 20 years.

What is GMP sampling training?

It is training on how pharmaceutical quality control takes, handles and keeps samples. This course covers sampling plans, identity testing of every container, sampling areas and technique, labelling, chain of custody, resampling and retesting, and reference and retention samples, with US FDA and EU GMP references where they apply.

Who needs GMP sampling training?

Anyone who takes or controls GMP samples needs it: QC samplers and analysts, warehouse staff who help with sampling, QA reviewers, QC supervisors and managers, and Qualified Persons. GMP guidance expects samplers to be trained and qualified, with their training documented, and alert to signs of contamination, deterioration or tampering.

What is the difference between reference and retention samples?

A reference sample is kept so the batch can be analysed later; a retention sample is a fully packaged unit kept for identification, such as checking presentation and labelling. Modules 8 and 9 explain who keeps each, how much, for how long, and how the 2026 Annex 19 revision changes things.

Does every container need an identity test?

Often yes. EU GMP Annex 8 expects identity testing of every container of starting material unless a validated procedure ensures no container is wrongly labelled, and FDA recommends testing each container of high-risk components such as glycerin for DEG and EG. Module 4 explains the rule and its exceptions.

How long does the course take?

The course has about 2 hours of video across 10 modules. It is on demand, so samplers and analysts can watch it in short sessions and replay any module. Allow a little extra time for practice questions and the final exam.

Is the course up to date with the 2026 Annex 19 revision?

Yes. The revision of EU GMP Annex 19 was published on 23 June 2026 and applies from 24 September 2026. The course teaches it, including the new rules for parallel imported, distributed and traded products and the option of a photographic or digital sample where the competent authority agrees.

Do I get a certificate?

Yes, you receive a Sterling Academy Certificate of Completion. The course ends with an assessed scenario-based multiple-choice exam drawn from the question bank, with a pass mark of 70% and one retake; every learner who completes it receives the Certificate of Completion.

How much does GMP sampling training cost?

The course costs US$19 per learner, including all 10 video modules, practice questions, the final exam and the certificate. For QC and warehouse teams, contact us for a quote for your organisation; company plans include a client administrator, progress reports and one invoice.

Does the course cover sampling plans such as n, p and r?

Yes, Module 3 covers them. It explains what a sampling plan decides, the WHO n, p and r plans with worked numbers, their limits, composite samples, statistical standards named as references, and how to justify the plan you choose to an inspector who asks why you opened that number of containers.

Does the course follow US FDA or EU GMP?

It follows both through one practical method. It cites 21 CFR 211.84, 211.160, 211.165 and 211.170 for the US, and Chapter 6, Annex 8 and Annex 19 of the EU GMP guide, so sites supplying either or both markets can use it.

Can my QC team take GMP sampling training together?

Yes, through a Sterling Academy company plan. A client administrator adds your samplers, analysts and reviewers, assigns the course, and follows progress reports showing who holds a certificate, and your organisation receives one invoice. Contact us for a quote for your organisation.

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You will understand what GMP asks of you, contribute to your organisation's implementation and audit readiness, and play your part with confidence when the auditor visits. Your certificate can be verified online in seconds, so certification body auditors, employers and clients can confirm your training instantly.

Complete the course and its final exam and you receive a Sterling Academy Certificate of Completion, verifiable online by QR code, with a LinkedIn badge to share.

Pass mark
70%
Prerequisites
None

Sterling Academy courses carry the same content as Sterling's classroom training, whose certificates are trusted and accepted by all major certification bodies, as evidence of training at client audits for over 20 years.

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