GACO operating model
GACO is HARNEXA's packaged operating model for governed agentic commerce. It turns PRISM readiness, HARNEXA Harness, PHANTOM proof, AgentOps cadence, GEO, AVO, MCP, WebMCP, UCP, and payment-protocol pressure into one inspectable buyer path.
Seven components
Each component answers one buyer-committee question. The model is intentionally operational: every claim maps to an artifact that can be inspected in PRISM, the evidence room, PHANTOM proof, or AgentOps.
Turns messy commerce context into facts an agent can cite before recommending, substituting, or escalating.
Defines which systems an agent can inspect, which actions are blocked, and which capabilities require approval.
Prevents agentic commerce enthusiasm from becoming unmanaged commercial liability.
Keeps field-sales, retail, returns, and RGM workflows useful without making the agent autonomous on risk-bearing decisions.
Uses CLEAR to measure cost, latency, efficiency, accuracy, and reliability against the workflow baseline.
Makes identity, permissions, audit rows, approval events, cost, drift, risk, and revocation visible every month.
Connects agent purpose, risk class, oversight, data handling, processor materials, and monitoring plan.
Lifecycle control
A governed agent is not a launch event. GACO keeps identity, ownership, permissions, monitoring, and revocation visible from discovery through deprecation.
Name the buyer, workflow owner, source systems, current automations, data boundaries, and where consequential decisions happen.
Agent inventory, workflow map, source-system list, stakeholder map, and first risk register.Every HARNEXA-deployed agent receives a stable identity with owner, intended purpose, permissions, max risk class, and revocation state.
Agent identity record, tool allowlist, memory namespace access, risk max, and revocation field.The useful work is decomposed into READ_ONLY analysis, proposal generation, approval-required commercial action, and blocked paths.
Risk-class map, denied-action list, approval owner, timeout state, and budget guardrail.The pilot proves the control loop before any public protocol, checkout, payment, refund, order, or CRM write surface exists.
Run replay, audit rows, CLEAR baseline, blocked-call proof, and founder-reviewed exception log.Monthly operating review covers cost, latency, drift, accuracy, approvals, incidents, support, and the next autonomy boundary.
AgentOps monthly review, usage guardrail, open-risk list, drift notes, and next-action register.A governed operating model includes rollback. Revocation and deprecation are planned states, not emergency improvisation.
Revocation record, deprecation note, replacement owner, audit export, and post-incident learning.Evidence pathway
The commercial model stays honest: HARNEXA does not sell compliance certification through GACO. It sells the work required to assess, package, operate, and review the evidence.
Browser-local PRISM result or diagnostic-grade readiness memo.
Qualifies whether the buyer should start with diagnostic, AVO, deployment, EU sprint, or AgentOps inventory.Buyer evidence packet, PHANTOM-style proof, trust dossier, and AgentOps report.
Lets operations, CTO, risk, legal, and procurement review the same proof before expanding autonomy.Monthly CAIO / AgentOps operating report with risk, cost, quality, and governance actions.
Turns a one-time deployment into a managed commerce operating system with explicit rollback and scale decisions.Protocol gates
GEO, AVO, MCP, WebMCP, UCP, ACP, AP2, x402, and A2A are not a checklist of logos. They are gated operating boundaries that must earn evidence before they touch commerce actions.
Buyer handoff
The page is not a brochure dead end. It routes operators, data teams, risk buyers, and sponsors into the right proof surface before a founder-reviewed commercial request.
Boundary
Start with PRISM if the workflow is unclear. Start with founder review if the workflow, data access, KPI baseline, and approval boundary are already visible.
