What Counts as 'Data' When the Maker Doesn't Have a Smartphone

The EU's Digital Product Passport asks for something that sounds simple. It wants structured, digital, verifiable data about every product entering the market. A factory running standardised batches through a barcode system can meet that ask without much trouble.

A woman doing pre-loom yarn preparation in a village in Assam, or dyeing fabric by hand in Rajasthan, faces a different reality.

The DPP assumes a set of tools and habits that may not exist in her daily work at all. Before asking whether it will work for India's artisan exports, it helps to be specific about what it is asking for, and from whom.

What a DPP Asks For

A Digital Product Passport is not a single document. It is closer to a structured dataset attached to a product through a QR code, RFID tag or similar carrier. The record needs to be machine-readable, so systems across the supply chain can read and update it as the product moves along.

TrusTrace, a supply chain tracking company that has studied the EU's requirements closely, counted 125 data points that a compliant textile DPP could end up covering. These span material composition, production location, batch identifiers and end-of-life instructions.

The exact rules are still being finalised, with the delegated act expected around 2027 and full implementation by 2030. Even so, the shape of it is already clear. This is a live record that has to be generated somewhere along the chain and kept current, not a static label fixed to the packaging.

Who Is Supposed to Supply It

Legally, responsibility sits with what the regulation calls the economic operator. This is usually the brand or importer placing the product on the EU market.

But responsibility for compliance and the actual origin of the data are two different things. A brand cannot invent a product's material composition or its production batch.

That information has to come from somewhere inside the supply chain. With factory-made goods, it usually already exists in digital form, inside enterprise software, supplier portals or standardised batch records.

The DPP mostly asks brands to pull this existing data together and structure it correctly.

Where That Assumption Breaks Down

Handmade craft production rarely generates that kind of record in the first place. The DPP assumes data capture happens at each step of an already digitised process, and Indian handloom and handicraft production rarely works that way.

It is still overwhelmingly rural and home-based, carried out person by person rather than on a factory floor. 

An estimated 71% of the country's handloom weavers are women, and most work out of their own homes. The most recent government telecom survey found that 51.6% of rural women aged 15 and above do not personally own a mobile phone, against 80.7% of rural men.

Rural internet penetration overall sits at around 47%, even though rural areas hold roughly two-thirds of the population. A meaningful share of the women making these products have no device in hand to log a batch number, timestamp a dyeing step, or upload a material declaration, even if someone asked them to.

The Deeper Mismatch

Handing someone a smartphone would not fully close the distance on its own. The DPP's data model assumes discrete, digitisable steps.

A batch starts here, moves through this process, and gets logged at each stage. Artisan production is often organised the opposite way.

Work passes between homes, seasons and multiple hands before it is ever brought together into something resembling a single traceable unit.

Building real DPP data for a piece of Kantha embroidery or hand block-printed fabric means someone has to translate that informal, distributed process into the structured record the regulation expects.

Right now, that translation work usually falls to exporters, aggregators or platforms working several steps removed from the artisan herself. If nobody takes it on, the product simply will not clear customs under the new rules.

What Compliance Should Never Cost

Rules like the Digital Product Passport are usually written with a factory floor in mind, not a home courtyard in rural India. That does not make the goal behind it wrong. It makes the execution incomplete.

The women weaving, dyeing and embroidering the pieces this regulation is meant to track deserve to be seen inside it, not simply worked around.

At TuDuGu, that is the standard we hold ourselves to. Every piece we sell traces back to the person who made it, and that is not something we are willing to compromise on. Positive regulations should make room for the people doing the real work, not only the companies large enough to already fit inside it.