Framework
GACO Framework: the seven components of governed agentic commerce
GACO (Governed Agentic Commerce Operating Model) is a seven-component readiness framework for EU merchants deploying AI agents in commerce workflows.
What GACO is and why it exists
GACO stands for Governed Agentic Commerce Operating Model. It is the readiness model HARNEXA uses to decide whether a commerce workflow can move from AI pilot to governed agent deployment.
The framework exists because commerce agents combine operational value with real execution risk. They can read stock, recommend orders, draft customer messages, trigger returns paths, and influence revenue decisions. That requires more than prompt quality.
The seven components
The seven components are workflow ownership, data readiness, action boundary, agent identity, auditability, evaluation baseline, and operating cadence. Together they answer whether the workflow is owned, observable, reversible, and measurable.
A missing component does not always block a pilot. It does block a credible production claim. HARNEXA uses the model to decide what must be fixed before a deployment sprint starts.
PRISM scoring - how readiness becomes a number
PRISM converts readiness into a score across policy, runtime, identity, sensors, and monitoring. The score is not a vanity metric; it tells a founder, COO, CTO, or risk lead where the deployment will fail if it is pushed too fast.
A PRISM score also creates a shared language for the board. Instead of saying the agent is 'almost ready', the team can say which control failed, what evidence is missing, and which remediation unlocks the next gate.
What a typical starting score looks like
Most mid-market commerce teams have some data access and an obvious workflow pain, but weak agent inventory, unclear approval boundaries, limited eval baselines, and little runtime auditability.
That usually creates a starting PRISM score in the 30-50 range. The work is not to buy another model. The work is to make the workflow accountable enough that the agent can survive real operations.
How to improve your PRISM score in 90 days
The fastest path is to select one commerce workflow, name the owner, define the KPI baseline, inventory the tools and data, install approval gates, and run a measured pilot with audit logs visible from day one.
After that, the operating cadence matters: weekly scorecards, cost review, drift review, approval-event review, and explicit revocation procedures. AgentOps is what keeps the agent useful after the launch demo ends.
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