7 October 2026International edition
Vol. I · No.
7 October 2026
AI in Fashion
DAILY
The daily briefing on AI in the fashion business
Where fashion meets artificial intelligence.
Supply Chain & Sustainability · Analysis

DNA tracers, isotopes, RFID or blockchain: which traceability technology works?

Fashion traceability tools answer different questions. DNA markers and isotope tests check the material, RFID tracks the item, and blockchain secures the record. A sober comparison of what each can prove.

KEY TAKEAWAYS Summary by the editors

  1. Traceability technologies answer different questions: isotope and DNA methods test the physical material, RFID identifies items, and blockchain records secure the chain of custody of data.
  2. Isotopic testing analyses stable elements in a fibre to estimate where it was grown; US Customs and Border Protection has stated it does not consider isotopic testing alone enough to clear detained shipments.
  3. C&A and Haelixa announced a three-year agreement in December 2024 to trace organic cotton with DNA markers applied at ginning and tested with forensic PCR.
  4. Lenzing launched a blockchain traceability platform with TextileGenesis in November 2020 that issues digital tokens in proportion to physical fibre shipments.
  5. No single technology proves a full supply chain; robust programmes combine documents, transaction data, physical testing and item identifiers.

No single traceability technology proves where a garment comes from. Isotope and trace-element testing estimates the geographic origin of a fibre, DNA tracers confirm that a specific marked material is present, RFID identifies and tracks finished items, and blockchain makes records of transactions harder to alter. Each closes a different gap, so the right choice depends on the question you need to answer and the risk you need to manage.

What question does each traceability technology answer?

Brands often compare these tools as if they were alternatives. In practice they work at different points of the chain and verify different things. The table summarises the main differences.

Traceability technologies compared
TechnologyWhat it verifiesWhere it worksMain limits
Isotope and trace-element testingLikely geographic origin of a natural fibreRaw fibre to finished product, via samplingNeeds reference databases; blends dilute signals; indicates origin, does not prove chain of custody
DNA tracersPresence of a specific marked materialMarked at fibre or ginning stage, tested downstreamOnly covers marked material; cost per test; does not show processing facilities
RFID and other item carriersIdentity of an item or batchFrom labelling at factory to store and resaleIdentifies items, not their content; tags can be moved or removed
Blockchain recordsIntegrity of recorded transactionsAcross supply chain participants who join the systemOnly as accurate as the data entered; needs broad onboarding

How does isotope testing trace cotton origin?

Plants absorb elements from their growing environment. Isotopic testing measures the ratios of stable elements such as carbon and hydrogen in a fibre and compares them with reference samples from known regions. Just Style, reporting on documents obtained from US Customs and Border Protection (CBP), described a 2023 test in which ten of 37 garments collected in May were found "consistent" with Xinjiang-originating cotton.

The same report notes that CBP said it believes isotopic testing alone is not enough to clear shipments detained on suspicion of links to Xinjiang. According to Oritain, which offers origin testing, CBP has established a dedicated isotopic testing lab in Savannah, Georgia. Isotope testing is therefore best seen as a strong signal and a deterrent, used alongside documentation, not as a stand-alone certificate.

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What can DNA tracers prove?

DNA tracers add a unique, synthetic marker to a material at a defined point, so the material can later be identified by laboratory tests. C&A works with Swiss company Haelixa on organic cotton: DNA fingerprints are applied during ginning and the marked cotton is tested along the chain with forensic PCR tests. The companies announced a three-year agreement in December 2024, following a pilot that started in 2022.

The strength of the method is that it confirms whether the marked material is present in a yarn, fabric or garment. Its limits are coverage and scope: it only proves what was marked, and it does not tell you which spinner, mill or dye house handled the goods unless that is documented separately.

Where does RFID fit into traceability?

RFID and other data carriers identify items, not their material content. GS1 UK describes EPC and RFID as enabling item-level visibility and hands-free tracking at scale, and the GS1 Digital Link QR code as a consumer access point to product information and the Digital Product Passport. In traceability, RFID is valuable from the factory onwards: it links a physical item to its production order, supports inventory accuracy and can carry the identity of a garment into resale and recycling.

RFID cannot show that cotton came from a particular farm. It is the link that connects verified upstream data to the individual product a consumer or authority holds.

What does blockchain add, and what does it not?

Blockchain systems create a shared record that is difficult to change retroactively. Lenzing launched a blockchain-based traceability platform with TextileGenesis in November 2020 for its TENCEL and LENZING ECOVERO fibres. According to Lenzing's announcement, the system issues digital tokens "in direct proportion to the physical shipments", which acts as an authentication mechanism against adulteration along a digital chain of custody. Pilot testing included H&M, ArmedAngels, Mara Hoffman and Chicks.

The limitation is well known: a blockchain secures records, not reality. If a supplier enters a false shipment, the ledger stores it faithfully. Value depends on how many supply chain partners participate and on links to physical evidence such as fibre volumes or tests.

How should brands combine these technologies?

Cost and coverage also differ. Laboratory tests are paid per sample, so they suit targeted checks rather than every shipment. Marker systems require cooperation at the point where the marker is applied, usually far upstream. Item identifiers scale cheaply per unit but deliver value only when systems at the factory, warehouse and store read them. Ledger systems depend on how many suppliers join. A brand should therefore budget by risk and volume, not adopt one technology across the whole assortment.

A layered approach matches tools to risk:

  1. Documents and transactions first: map suppliers and collect transaction records for every material. This is the foundation for any technology.
  2. Physical testing for high-risk materials: use isotope or DNA methods where origin risk is high, for example cotton from regions with forced-labour concerns.
  3. Secure records where many parties share data: consider ledger or token systems when fibre producers and many intermediaries need to pass on volumes reliably.
  4. Item identifiers downstream: use GTIN, RFID or QR carriers to connect each finished item to its verified data and passport.
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Where does AI add value to traceability data?

AI does not replace physical verification, but it helps teams make sense of large volumes of evidence: matching transaction documents to orders, detecting volume anomalies such as more certified output than input, flagging suppliers whose documents change suspiciously and prioritising which shipments to test. These uses improve targeting, while final decisions on origin still rest on tested and documented evidence.

Frequently asked questions

Can isotopic testing prove cotton is not from Xinjiang?

It can indicate whether cotton is consistent with a region's isotopic profile, but CBP has said isotopic testing alone is not enough to clear detained shipments. It works best combined with supply chain documentation and transaction records.

What is the difference between DNA tracing and isotope testing?

DNA tracing adds a synthetic marker to a material and later detects it, proving that the marked material is present. Isotope testing reads natural signatures in the fibre to estimate where it was grown, without adding anything.

Is blockchain necessary for fashion traceability?

No. Blockchain can make shared records harder to alter, but it does not verify that the data entered is true. Many traceability programmes work with conventional databases, documents and testing; blockchain adds value mainly when many independent parties must share records.

Does RFID help with supply chain traceability?

RFID identifies items and supports tracking from factory to store and resale, but it does not reveal what materials a garment contains or where they came from. It connects the physical product to upstream data that must be verified by other means.

GuideThe complete guide to AI in the fashion supply chain and sustainabilityRead the complete guide
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