PPWR and ESPR: where AI earns its place in product compliance 

I spend a fair proportion of my time helping product compliance teams coordinate obligations across markets such as blending the EU’s product-labeling obligations, for instance, the CE Mark, with the US FTC’s “Green Guides” and California’s SB ban on the “chasing arrows” symbol; one product, three rulebooks. This kind of oversight requires careful planning and jurisdictional expertise. 

Beyond product labeling, there is a focus for businesses now on packaging changes, which are going through substantial regulatory developments. The big ones are the EU’s Packaging and Packaging Waste Regulation (PPWR) and Ecodesign for Sustainable Products Regulation (ESPR), which are about to make that coordination problem I mentioned increasingly complex. For one, neither regulation has a finish line.  

With this in mind, the question I’d ask any product or compliance lead is, ‘do you possess a system that stays ready, as the rules keep changing through till 2040?’ 

To get into specifics, let’s look at PPWR first. 

PPWR: Are you reclassified as a manufacturer?

From August 2026, every company placing packaged goods on the EU market carries legal obligations under PPWR. Manufacturers, importers, distributors, online retailers, brand owners, all of them. One detail that catches teams off guard is that if you sell packaging under your own brand as an importer or distributor, you’re now reclassified as a manufacturer and inherit the full compliance burden that comes with that. 

The substance of the regulation is just as demanding. Every packaging type needs a signed Declaration of Conformity backed by verified technical evidence. Supplier self-declarations no longer count, which breaks a lot of documentation chains that were never built to survive an audit. Food-contact packaging has to be free of PFAS above defined thresholds. Recyclability has to be demonstrable from day one, not retrofitted later. EPR registration is required in every Member State where you sell, each with its own financial obligations. 

With PPWR: the obligation doesn’t end in August. In reality, August 2026 should be perceived as an entry point, not a completion date. Recycled content thresholds, reuse targets, and tightening design-for-recycling criteria roll out in successive waves through 2040. PPWR turns packaging into a standing obligation for the next two decades, which means there must be a systematic, reliable method of tracking, planning and implementing rules in place, to keep pace with changes and meet compliance demands. 

The shared problem: Both regulations are designed to keep moving

Like more and more regulations, PPWR and ESPR share the trait that makes them hard to manage with conventional compliance tooling as both are built to keep evolving for years, in PPWR’s case decades, after they took effect. The detail on recyclability criteria, PFAS thresholds, EPR requirements, and DPP data fields is still being written. 

This is exactly where manual approaches can fall short or fail. Without a very sharp, dedicated team working tirelessly on the problem, spreadsheets and periodic monitoring can too easily miss important details as data may become past its ‘use by’ date, for a regulation that updates its own requirements on a rolling basis across 27-plus member states. The volume and the jurisdictional spread can make manual tracking unreliable, not just slow. 

Where AI actually earns its place

This is the part of the conversation where I think AI gets oversold or undersold, rarely the right amount. I don’t believe AI should be generating your compliance answers. I’ve made that argument plenty of times on the chemical side, where the nuance in a substance classification or a toxicological threshold is exactly the kind of thing a generated summary gets confidently wrong. PPWR and ESPR should be considered the same in this context. The legal exposure is too high to hand the interpretation with unwavering trust, to a model. 

In the case of PPWR and ESPR, monitoring 27 Member States, plus countries that follow the EU, like the UK, Norway, Switzerland and Turkey, for delegated acts, national implementing measures, and EPR registration changes as they land – that’s a scale problem, not a judgment problem and it’s exactly where AI should be doing the work.  

Enhesa can track PPWR and ESPR developments as they’re published and map them against your actual product and packaging footprint automatically, so the changes that matter to your portfolio surface before they become urgent, not after. As the Commission adopts new delegated acts, the platform flags what’s relevant to your specific product categories rather than leaving your team to read every implementing measure across every market to find out. 

The judgment still sits with people. More than 160 in-house regulatory experts verify and interpret what the monitoring picks up before it reaches a client, the same standard I’d want applied to my own product line. That’s the split that actually works: AI for the surveillance and the mapping, experts for the call on what it means and what you do next. If you want to see how that maps against your own product and packaging portfolio, that’s worth a direct look at our platforms, rather than a generic search. 

Act now, not when the rules are finalized

The instinct with a phased regulation is to wait and see how the delegated acts shake out before committing resources. With PPWR and ESPR, that instinct can cost you dearly. EPR registration lead times are running now. ESPR’s 18-month transition windows start the moment a delegated act is adopted, not when your internal review concludes. Supply chain data for a DPP takes real time to assemble and verify. 

The teams that handle each successive deadline well, already have monitoring and response infrastructure in place. Everyone else will be catching up, repeatedly, for the next ten years. 

Stacey Bowers is a Senior Expert Services Manager at Enhesa Product Intelligence, advising product and chemical compliance teams on regulatory strategy across global markets.