As AI agents increasingly participate in consumer decision-making and transaction execution, the traditional e-commerce model centered on shopping carts and orders faces new challenges. This article examines how Consumer RWA can integrate product identity, ownership rights, fulfillment rules, and status information into verifiable, traceable digital records through digital entitlement tokens, addressing the current fragmentation of product information, rights documentation, and fulfillment processes in existing consumption systems. It further analyzes the potential role of Consumer RWA in AI agent-driven intelligent consumption scenarios and explores possible future directions for consumption infrastructure.

Author and source: Tony Fu | On-Chain Business Insights

Open any e-commerce app, and the most familiar action is: add items to your cart, then proceed to checkout. The shopping cart has been the central metaphor of consumer digitization over the past two decades, fully transferring the in-store supermarket shopping experience onto the screen.

But this metaphor assumes that humans are always the ones browsing, comparing, selecting, and making decisions. As AI agents begin to understand needs, compare products, and complete orders on behalf of humans, this assumption is weakening.

But a question arises: if product information cannot be reliably read and executed by machines, even the most intelligent agent is merely a chat-based sales assistant. The focus of our series is precisely this issue—why consumer RWA could become the infrastructure for consumption in the AI Agent era.

01 The shopping cart resolves the "transaction," but the life of a product extends far beyond the transaction.

Over the past three decades, the most significant achievement of consumer digitization has been transaction efficiency. Brands can launch new products in an instant, and consumers can compare prices, read reviews, and complete payments across geographic boundaries.

However, transaction efficiency addresses only the moment of execution. Product production information, authenticity verification, batch records, after-sales eligibility, usage history, and community rights are often scattered across different systems. Consumers find it difficult to fully confirm what ongoing rights they possess, and brands frequently lose connection with the actual owners after the order is completed.

Traditional information systems are typically organized by function, each recording only a fragment of the product's data:

These systems may be effective within their respective stages, but they rarely together describe the complete lifecycle of a single product. When consumers want to confirm "What rights do I currently have, and what can I do next?" they still need to piece together information across multiple entry points.

The essence of this phenomenon is not insufficient data, but rather the lack of continuous informational relationships built around the same right.

Each of these pieces of information is correct on its own, but they cannot collectively answer the user—this is where the current system commonly gets stuck after a transaction.

02 Behind every product is a set of rights.

To understand this gap, we first need to reconsider what “product” means. Consumers never buy just the physical functionality.

A bag of premium coffee embodies the origin, processing method, roast batch, and eligibility for tasting events; a bottle of wine is linked to its vintage, winery, storage, authentication, gifting, and collection records; a collaborative product comes with a limited edition number, the creator’s story, member events, and after-sales services. In other words, behind each product is a set of rights: who can request what, and under what conditions.

Using a document to represent rights to physical goods is not a new invention. A bill of lading entitles the holder to claim the goods as agreed, a warehouse receipt links the goods, storage, and retrieval arrangements, and a sea waybill carries information about the goods and delivery arrangements in cross-border trade. The common logic behind these documents is not to create new assets, but to organize the fulfillment of real-world obligations through identifiable, holdable, and transferable records.

The United Nations Commission on International Trade Law (UNCITRAL) framework on electronic transferable records also emphasizes the "functional equivalence" principle: the validity of an electronic record depends not on whether it is on a blockchain, but on its ability to reliably perform identification, control, transfer, and performance.

Consuming RWA is precisely the extension of this historical thread into digital consumption scenarios. It anchors real-world objects and consolidates product identity, rights content, fulfillment rules, and state changes into a unified digital record:

• Consumers see a redeemable, verifiable, and usable proof of rights;
• The brand gains an operational interface that spans purchasing, holding, exchanging, servicing, and repurchasing;
• Producers and service providers can demonstrate that commitments have been fulfilled through batch data, delivery records, and verification results.

It should be specifically noted that the RWA consumption discussed here is not cryptocurrency, not digital collectibles, nor is it packaging consumption as an investment product. Digital technology serves to connect and verify, while value still derives from real goods, real services, and actual fulfillment.

The reason consumption scenarios are well-suited to this organizational structure is due to three characteristics:

• The object is real and easy to understand. Each voucher corresponds to one bag of coffee, one bottle of wine, or one class—something ordinary people can easily comprehend and evaluate based on everyday experience.
• Fast fulfillment feedback. Claims, reservations, deliveries, redemptions, and after-sales services all generate data within a short cycle, allowing project quality to be assessed without waiting years.
• Highly interconnected participation. A single right can link production, brand content, community events, gifting, repurchasing, and recycling—digitization thus serves more than just a single transaction.

03 Why Now: Several Changes Are Happening Simultaneously

The digitization of products has shifted from a "nice-to-have" to a "must-have" due to several real-world changes occurring simultaneously.

The information carried by products continues to grow—origin, manufacturing process, environmental attributes, limited edition numbers, maintenance records, brand stories, and community identity. Paper certificates, static QR codes, and decentralized databases struggle to maintain consistency over time. Therefore, establishing a continuously updated identity and status record for the same object has become the core task of product digitization.

Buyers and users are often separated. Gifts, family sharing, corporate benefits, and secondary market transactions can change the actual holder, while the order system only knows the payment account. Through claim and gifting mechanisms, brands can identify the current holder based on user authorization and provide appropriate services to them.

Service-based consumption requires capacity management. Courses, hotels, events, and experiences are constrained by time, location, and availability. Unifying reservation, rescheduling, redemption, and remaining usage counts into a single status system prevents duplicate use of paper vouchers and ensures data consistency across systems, while enabling service providers to effectively allocate staff and resources.

For brands, this means extending operations from a one-time transaction to the entire product lifecycle; for producers, long-term accumulated quality evidence—such as origin, batch, inspection, and manufacturing processes—can be verified and appropriately transmitted to end consumers, helping reputable producers establish a stable price premium. In cross-border scenarios, it further requires separating the recording of orders, settlements, rights status, and logistics events, then connecting them with clear conditions to avoid mistakenly equating "payment received" with "fulfillment completed."

However, digitization itself does not automatically increase the value of goods. When data is inaccurate, rules are unclear, or there is no one responsible for after-sales service, digital pages only amplify the problems. To measure the effectiveness of digitization, observe four metrics: whether information is easier to access, whether rights can be used more smoothly, whether the brand can continue serving genuine holders, and whether issue resolution is more traceable. These metrics focus on users and fulfillment outcomes, helping projects avoid the misconception that "launching equals completion."

04. For AI Agents: Products must become machine-readable objects

Consuming RWA also carries a forward-looking significance directly tied to the widespread adoption of AI agents.

In today’s purchasing journey, consumers must search, compare, place orders, make payments, and separately track shipping, schedule appointments, and handle after-sales service. In the future agent-driven journey, intelligent assistants first understand a user’s budget, preferences, health goals, and itinerary, then act on their behalf to retrieve product specifications, validity periods of benefits, inventory status, and fulfillment reviews. Whether an intelligent assistant can move from “giving advice” to “getting things done” depends not on conversational ability, but on whether this information is expressed in consistent fields and can be verified and executed.

In this form, RWA consumption essentially serves as a machine-readable manual for goods and services, instructing the system on five key matters: what the asset is, who made the commitment, what the holder can do, its current status, and where to address anomalies.

What AI agents truly need is not more polished marketing pages, but consumption objects with clear rules, trustworthy states, and machine-readable formats. Classifications such as product-based, service-based, space-and-time-based, and membership-and-access-based exist for this very purpose—to present AI agents with structured units of rights, rather than ambiguous marketing language.

Clothing, food, accommodation, and transportation are the four most suitable categories for Agent invocation. Clothing involves size, inventory, delivery, returns and exchanges, and material; food involves menus, operating hours, delivery, allergens, and substitution rules; accommodation involves timing, location, cancellation policies, deposits, and check-in rules; transportation consists of tickets, shuttles, parking, charging, insurance, and temporary access permissions. These objects were previously primarily written for humans to read, but in the future, they will increasingly be written for Agents to read.

The agent can safely enter consumption only after three conditions are met:

• The authorization boundaries must be clearly defined. The total budget, per-transaction limits, categories eligible for automated decisions, and scenarios requiring manual approval must all be specified as clear rules—not vague phrases like "buy this for me."
• Payment logic is programmable. Conditions for automatic deductions, delayed settlement, refunds, profit sharing, and compensation must establish a stable linkage between the consumption object and payment rules, ensuring that Agent consumption does not remain in a semi-automated state of "recommending but still requiring manual ordering."
• Responsibilities are clearly defined: Merchants are responsible for supply and fulfillment; Agent providers are responsible for permission boundaries, logging, and algorithmic explainability; users retain final control over their authorization scope and can view, pause, or revoke authorization at any time.

05 Summary

Returning to the initial question of this article—why might consuming RWA become the consumption infrastructure of the AI Agent era?

The information carried by products is becoming increasingly complex, and the relationship between brands and consumers must span the entire lifecycle, while AI agents require product information to be machine-readable and executable—these demands exceed the capabilities of a "shopping cart + order page" structure. Consuming RWA anchors itself in real-world objects, organizing identity, rights, rules, and state into continuous digital records, directly addressing this gap.

In this process, the real object is the starting point, clear rights are the product, and stable fulfillment is the value. Technology is responsible for recording and connecting, while the platform transforms complex collaboration into executable processes. The ultimate business outcome is validated by whether consumers are willing to use, repurchase, and recommend the service.