AI · Oct 21, 2026
OpenAI on Google Cloud lets companies spend Google commitments on GPT-6, and that changes procurementAmex’s Intent Intelligence Framework records what a shopper authorized before an AI agent can pay
· Updated · Signal Desk newsroom
Analysis of reporting by TechCrunch. How we work

American Express introduced a framework that captures and authenticates a card member’s purchase intent before an AI agent completes a transaction, issuing an Intent ID and token that travel into fraud and dispute systems. Amex says it has not seen a rise in agent-related disputes and hopes the approach becomes an industry standard.
Key takeaways
- The Intent Intelligence Framework authenticates purchase intent before an agent pays.
- It issues an Intent ID and Proof of Intent Token, plus a credential that is not the raw card number.
- It sits inside Amex’s Agentic Commerce Experiences (ACE) toolkit, launched in April.
- Amex says it has not yet seen a spike in disputes from agentic commerce.
- An Amex-commissioned survey found 66% of U.S. consumers likely to use agents for price research.
How the framework works
TechCrunch reports that American Express is introducing an Intent Intelligence Framework to capture and authenticate a card member’s purchase intent before an AI agent completes a transaction. Because large language models are nondeterministic, an agent can misread a request and charge the wrong merchant, brand or amount. Under the framework, an agent calls a Create Intent API, the customer authenticates and approves, Amex issues an Intent ID and a Proof of Intent Token, and the agent then receives a payment credential that is not the raw card number.
The framework is part of Amex’s Agentic Commerce Experiences developer toolkit, launched in April. Amex says it has not yet seen a spike in disputes from agentic purchases and describes the framework as proactive infrastructure. Hannah Bozian, Amex’s vice president of agentic partnerships and strategy, told TechCrunch the aim is to capture intent earlier to reduce risk before it occurs. In an Amex-commissioned Trendex survey, 66% of U.S. consumers said they are likely to use AI agents to research the best price in the next 12 months, and 61% for product or service recommendations.
Designing for the wrong-sneaker problem
Agentic commerce without a durable record of intent invites disputes. Amex’s example is a customer who asks for white Nike sneakers in size 9 and an agent that tries to buy Adidas; tokenized constraints could block that at the network level so the customer never needs a chargeback. The same Intent ID is meant to flow into fraud and dispute workflows, creating a log of what was authorized, by which agent and when. Shopify and Google are building agent checkout from the merchant and search side (Shopify agents, Google Universal Cart).
Bozian notes many agents still ask for consent on every purchase, but Amex is designing for routine reorders with price and size limits and little brand loyalty, where automated guardrails become necessary. If each network and merchant builds an incompatible intent format, consumers face fragmentation; Amex says it is discussing adoption with partners. The record also has to be understandable to people at dispute time, not only to machines at checkout. Broader concerns about agents and payment credentials are covered in agents and credit cards.
What to watch
- Which agent platforms and merchants announce ACE and Intent Intelligence integrations, whether dispute rates stay flat as agentic volume grows, how legible Intent IDs are to consumers during real disputes, and any move toward cross-network or open standards are the markers. More in our finance coverage, AI agents coverage and cybersecurity coverage.
Who feels it
- Card members
- Authenticated intent and tokenized credentials, with clearer dispute trails.
- Agent builders
- Intent APIs and constraint fields become part of checkout.
- Merchants and processors
- Intent data feeding fraud and dispute systems.
- Other card networks
- Pressure to interoperate or build rival frameworks.
What to watch
- Integrations announced after Disrupt.
- Dispute rates as agent volume grows.
- Cross-network standards.
FAQ
What is Amex’s Intent Intelligence Framework?
A system that authenticates a shopper’s purchase intent before an AI agent completes a payment.
How does it protect card numbers?
The agent receives a payment credential that is not the raw card number.
Have agent purchases caused more disputes?
Amex says it has not yet seen a spike.
Is it an industry standard?
Not yet; Amex says it hopes it becomes one and is in talks with partners.
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