AWS reference architectureDynamic pricing within guardrails
A AWS reference architecture for dynamic pricing within guardrails in E-commerce. Triggered by competitor price change or margin breach detected, Padiso orchestrates 3 specialist agents on Amazon Bedrock AgentCore, reaching commerce platform and your tools through the Model Context Protocol, with budgets, approvals and an audit trail throughout.
AWSRuntime: Amazon Bedrock AgentCoreTrigger
Competitor price change or margin breach detected
E-commerce
Orchestration
Padiso Orchestrator
goals · tasks · heartbeat
Governance
budgets · approvals · audit
Runtime & agents
Agent runtime
Amazon Bedrock AgentCore
Catalog agent
agent
Pricing agent
agent
Support agent
agent
Integrations · MCP
MCP gateway
Your systems
Commerce platform
Pricing rules engine
Competitor feeds
How the data flows
Trigger: Competitor price change or margin breach detected
- 1
Pricing agent monitors competitor and demand signals against your rules
- 2
It proposes price moves within configured floors and ceilings
- 3
Changes within guardrails apply automatically; the rest queue for review
- 4
Margin-impacting moves escalate to the pricing owner
Agent team
- Catalog agent
- Pricing agent
- Support agent
Integrations
Reached through the Model Context Protocol, scoped and governed.
Runtime & data
Amazon Bedrock AgentCore
Commerce platform
Pricing rules engine
Competitor feeds
Security & operational considerations
- Hard floor / ceiling guardrails, never breached
- Full change history per SKU
- Approvals on moves beyond a margin delta
AWS deployment
Deployed in your AWS account on Bedrock AgentCore, with IAM scoping, PrivateLink to your VPC, and CloudTrail/CloudWatch for audit and observability.
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