What challenges did Ampersend face before AI implementation?

Autonomous AI agents needed to pay for paid LLM, data API, and content services without bespoke billing integrations, wallet credential management, or payment orchestration code. Ampersend needed a secure, auditable, governed payment infrastructure to offer access to multiple model providers through one payment channel.

What was the impact of the AI solution?

The team completed the full integration in under two weeks. Ampersend estimated the wallet custody, signing infrastructure, and spending controls alone would have taken 3–4 months of engineering effort. The implementation enabled autonomous agent-to-agent micropayments with managed wallet infrastructure, deterministic spending guardrails, and auditable payment handling.

Source

Ampersend builds a pay-per-intelligence routing layer using Amazon Bedrock AgentCore Payments

Use case typeAgent orchestrationUpdated Jun 22, 2026

Ampersend, part of Edge & Node, built a pay-per-intelligence routing layer so autonomous agents can pay for paid intelligence services through a single integration. The solution uses Amazon Bedrock AgentCore Payments with the x402 protocol to handle payment sessions, budget caps, signed settlement, and observability while agents route tasks to model providers.

Organization: Ampersend
Industry: Tech & Comms
Location: United States
Published: June 2026

Reported outcomes

14 days

integration timeTime & speed

−75%engineering effort

Strategic outcomes

New product / capabilityEnabled autonomous agent-to-agent micropaymentsRisk & complianceAdded deterministic spending guardrails and auditable payment handling

Primary read

Use case focus

Showing 2 of 2

1Agent orchestration
2Workflow automation

Autonomous AI agents needed to pay for paid LLM, data API, and content services without bespoke billing integrations, wallet credential management, or payment orchestration code.
Ampersend needed a secure, auditable, governed payment infrastructure to offer access to multiple model providers through one payment channel.

Ampersend implemented a two-hop payment routing pattern: agent to Ampersend and Ampersend to model provider.
A backend Payment Manager defines wallet connections and spending policies, then opens a Payment Session with a budget cap.
When Ampersend returns HTTP 402, the agent calls ProcessPayment with x402 details; AgentCore signs the USDC authorization using connected wallet credentials without exposing private keys.
Ampersend verifies settlement on-chain on Base and uses the Ampersend SDK to pay the upstream model provider while abstracting provider selection from the agent.
Coinbase Developer Platform supplies the wallet credential infrastructure for signing and custody.

Technologies

Amazon Bedrock AgentCore Payments AWS IAM x402 USDC Base network Coinbase Developer Platform

The team completed the full integration in under two weeks.
Ampersend estimated the wallet custody, signing infrastructure, and spending controls alone would have taken 3–4 months of engineering effort.
The implementation enabled autonomous agent-to-agent micropayments with managed wallet infrastructure, deterministic spending guardrails, and auditable payment handling.

Architecture

A two-hop payment routing architecture where an agent pays Ampersend through Amazon Bedrock AgentCore Payments using x402 and session-based budget controls; Ampersend then settles with the upstream model provider. AgentCore handles wallet connection, signed payment authorization, and observability while IAM scopes the payment action.

Implementation partners1

Coinbase Developer Platform

Sources & evidence1

Groundedness: 5/5Type: Blog PostPublished: Jun 22, 2026Publisher: AWSEvidence: VendorConfidence: Medium

Primary source

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Customer evidence