From AI-aware to AI-enabled commerce

As AI agents begin to act on behalf of customers, commerce platforms must do more than present information. They must support autonomous interaction and transactions.Without the right abstraction and control layers, agent-driven experiences introduce risk instead of value.

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Eddie bauer logo
Express Logo
Road runner logo
Reebok logo
Pokemon logo
ally logo
Forever 21 logo
Sephora logo
The Good Feet Store logo
falabella logo

Prepare your commerce ecosystem for AI agents

Penumbra wraps your existing site and infrastructure into a high-performance Model Context Protocol ecosystem.
This allows AI agents to:

  • Understand available tools and capabilities
  • Invoke actions without direct system access
  • Maintain context across sessions and interactions

All managed through a centralized control layer.

01

Model Context Protocol (MCP) Integration

Expose commerce capabilities through an agent-readable context layer without replatforming.

02

Secure Agent Tool Enablement

Allow AI agents to invoke tools and actions through governed, auditable interfaces.

03

Tool Usage & Agent Behavior Dashboards

Gain real-time visibility into how agents interpret and use available tools.

04

Session Tracking & Journey Continuity

Track AI-driven journeys end-to-end, from first interaction to transaction.

05

Identity & Authentication Reconciliation

Maintain consistent user identity across AI sessions and agent interactions.

06

Automated Agent Evaluation & Testing

Validate agent behavior using synthetic users before scaling to production.