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Amay Aggarwal
Amay Aggarwal
Co-founder, Anglera

A flexible data model is not a compliance strategy

Seven of 16 vendors in Gartner’s 2026 PIM Magic Quadrant cite digital product passport work. What a DPP record needs, where each value lives, who fills it.

A flexible data model is not a compliance strategy

Seven of the sixteen vendors in Gartner’s new Magic Quadrant for Product Information Management Solutions (12 October 2026) mention digital product passport work. That sounds like a category getting ready for EU regulation. Gartner’s own market overview is more measured: vendor readiness is uneven, and for many vendors the main answer to regulation is a flexible data model.

Translate that and it means you design the regulatory structure, and you maintain it. A flexible data model is an empty form with more boxes. The boxes are useful. Somebody still has to find what goes in them, for every SKU, and be able to prove where each value came from.

Our 2026 PIM Magic Quadrant hub covers the whole report. This post follows the regulatory thread and works one product through it. Anglera isn’t a PIM and isn’t in the report; we write into the PIMs that are.

What the seven are offering

By our count from the vendor write-ups, the passport mentions look like this:

  • apollon, through a partnership with Narravero
  • Bluestone PIM, with a DPP app
  • Centric Software, with a DPP module in Centric PXM
  • Pimcore, with DPP support and an EU battery passport on its roadmap
  • Pimberly, with DPP on its roadmap
  • Syndigo, with DPP accelerators
  • Viamedici, with Sustain360

A partnership, a module, an accelerator and a roadmap item are different levels of commitment, and a buyer should know which one is on the table. But all of them share a premise with the flexible-model answer: the PIM provides the place for passport data. The data has to arrive from somewhere else.

That matches how Gartner defines the category. In Gartner’s framing, PIM enables teams to centralize, enrich and validate product content, and regulatory compliance tools are one of its optional features. None of the seventeen features is “complete the record,” and a passport is a record that has to be complete.

The regulation, briefly

The Ecodesign for Sustainable Products Regulation (ESPR) entered into force in 2024. It establishes the digital product passport as a framework, then phases in actual requirements product group by product group through delegated acts. The fields that become mandatory for one group won’t match another, and for most groups the final list doesn’t exist yet. Separately, the EU Battery Regulation introduces a battery passport from February 2027 for certain battery categories.

That phasing is why “flexible” appeals to vendors. Nobody can ship a finished template for a delegated act that hasn’t been adopted. Fair enough. It also means every buyer will extend their model as each act lands, and then fill the new fields.

Worked example: one cordless drill

Take an 18V cordless drill-driver sold through a European distributor. The table is illustrative, the kind of information ESPR passports are expected to carry, not the final field list for any product group. The middle column is where the value actually lives today. The right column is who has to go get it.

Passport fieldWhere the value actually livesWho fills it
Product identifier, model number, GTINItem master, ERP, packagingYour team (you have this)
Manufacturer and EU importer detailsDeclaration of conformity PDFYour team, from the DoC
Material composition by componentSupplier bill of materials or full material declaration, if the supplier will share itSupplier compliance contact, then your team
Recycled content, % by materialSupplier sustainability declaration, often brand-level rather than per modelSupplier, chased by your team
Substances of concernSafety data sheet for the battery pack, REACH and RoHS declarationsYour team, reading SDS sections
Repairability, spare parts availabilityService manual, exploded parts diagram, spare parts list, warranty termsAfter-sales team or supplier service desk
Disassembly and end-of-life instructionsService manual, WEEE documentationYour team, from the manual
Carbon footprintLifecycle assessment or EPD, where one exists at allSupplier sustainability team
Battery chemistry, capacity, removabilityBattery spec sheet, test reportYour team, from the spec sheet
Supporting compliance documentsDoC, CE test reportsYour team, linked per SKU

Count the rows where the answer is “the PIM.” There are none. The PIM is the destination, and every option in the report can hold these values. Holding them was never the hard part.

Three things show up the moment you try to fill this for real.

The values live in documents, not feeds. Almost nothing in the middle column arrives as a structured field in a supplier file. It arrives as a PDF: an SDS, a declaration, a service manual. Somebody reads it. For a distributor carrying hundreds of suppliers’ lines, that’s hundreds of document formats, a problem we take up in the distributor’s reading of the Magic Quadrant.

One product, two regimes. The drill is a product under ESPR. Its battery pack also falls under the Battery Regulation, with its own labeling and documentation rules. The record has to hold both, and they change on different schedules.

The answer moves. A supplier changes a cell supplier, swaps a housing plastic, or reissues an SDS. The value that was correct in March is wrong in September. That’s the regulatory version of data decay, and a stale passport value costs more than a stale product description.

Our manual benchmark for researching and filling a product record by hand is 30 to 45 minutes per SKU, measured on ordinary spec attributes. Multiply by a few thousand SKUs and you have a staffing plan, not a configuration task.

Template or model: what to ask a PIM vendor

Gartner’s distinction is the useful one: a preconfigured template versus a flexible model you build. Templates are better. A template is still a form. Put these in any PIM RFP:

  1. For my product groups, do you ship a passport template, or do I model it? If you ship one, who updates it when a delegated act is adopted or amended, and is that in the license or a services engagement?
  2. Is DPP a product module, an accelerator, a partner integration, or roadmap? Get the answer in writing, with a release.
  3. Can each value carry its source? Not a free-text comment. The document, the page, the version and the capture date.
  4. What happens when a source document changes? If a supplier sends a new SDS, does anything flag the fields that came from the old one?
  5. Who fills the fields? Supplier portal, your team, the vendor’s services team, or a partner. Ask for the staffing assumption behind the demo.

The fifth question sets the budget. Every answer except “a system that reads the documents” is a person typing.

Provenance matters more here than anywhere

For marketing copy, a wrong value costs a conversion. For regulatory data, a wrong value is a statement made to an authority and to every customer who scans the data carrier. When a market surveillance authority or a large customer asks where your recycled content figure came from, “someone entered it last spring” is not an answer.

So provenance per value matters more for passport data than for anything else in the catalog. Every field needs a trail back to the document that supports it, and that trail is what tells you which fields to re-check when the document changes.

This is where Anglera sits. Anglera reads the supplier documents you already have (SDS, declarations, spec sheets, service manuals), extracts each value, attaches a citation to the source it came from, and quality-scores it. In one enterprise distribution pilot that came to more than 800,000 attribute-level source citations, with 81% of values extracted directly from a cited source. Your experts set the quality standards once; review is guardrails, not babysitting. Values then write back into whichever PIM holds your model, including every one in this report.

The flexible data model still matters. It’s where the passport lives. It just doesn’t fill itself, and it can’t tell you why a value is true.

Every PIM in the Magic Quadrant can hold a passport. None of them reads the SDS for you. Your PIM stores the data; Anglera does the work of finding each value, citing it and keeping it current when the supplier’s documents change. Here’s how that works, from a flat file to a cited record.

Frequently asked questions

What is a digital product passport?

A digital product passport is a structured, machine-readable record of a product’s sustainability and compliance information, such as material composition, recycled content, substances of concern, repairability and end-of-life instructions. Under the EU Ecodesign for Sustainable Products Regulation it is reached through a data carrier on or with the product, and the required fields are set product group by product group through delegated acts.

Does a PIM make my products digital product passport compliant?

A PIM can hold passport data, model it and publish it. It does not find the values. Material composition, recycled content and substances of concern live in supplier declarations, safety data sheets, bills of materials and test reports. Someone still has to read those documents and fill each field for each SKU, then keep it current when the supplier reissues a document.

What does a flexible data model mean in a PIM evaluation?

It means the PIM lets you define your own attributes, templates and relationships. For regulation, Gartner’s 2026 market overview notes that many vendors position this flexibility as their main answer, which means the client designs and maintains the regulatory structure rather than receiving a preconfigured template. Flexibility is useful, but it leaves both the model and the data with your team.

Which PIM vendors in the 2026 Gartner Magic Quadrant mention digital product passports?

By our count, seven of the sixteen: apollon through a Narravero partnership, Bluestone PIM with a DPP app, Centric Software with a DPP module, Pimcore with DPP and an EU battery passport on its roadmap, Pimberly with DPP on its roadmap, Syndigo with DPP accelerators, and Viamedici with Sustain360. The offerings range from shipped modules to roadmap items.

When do EU digital product passport requirements apply?

The Ecodesign for Sustainable Products Regulation entered into force in 2024 and creates the passport framework. Actual requirements phase in by product group through delegated acts, so timing and fields differ by category. Separately, the EU Battery Regulation introduces a battery passport from February 2027 for certain battery categories. Check the delegated act for your product group rather than assuming a single date.

Why does provenance matter more for regulatory product data?

A wrong marketing value costs a sale. A wrong regulatory value is a claim made to authorities and customers that you may have to defend. For passport data, each value should trace to the document that supports it, including the page, version and capture date, so you can answer an audit question and re-check the field when the source document changes.

Amay Aggarwal

About the author

Amay Aggarwal — Co-founder, Anglera

Amay is a co-founder of Anglera, where he's building the AI pipeline that turns messy supplier catalogs into structured, AI-readable product data for distributors and answer engines. He built the catalog AI systems at Uber Eats on top of research from Stanford's AI lab.

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