Teams can build demos quickly, but production workflows fail without identity, audit, and ownership.
Governed agentic deployment studio
Governed AI agents for European commerce operations
HARNEXA deploys production agents for e-commerce, retail, and CPG workflows with persistent agent identity, audit trails, human approval gates, and EU AI Act-aware governance foundations.
PHANTOM_VSAPENDING_REP_REVIEW
Agent identityPHANTOM
Risk maxFINANCIAL
ScopeCommerce visit prep
Commerce context
El Corte Market · Diagonal
- Planogram
- 72%
- High urgency SKUs
- 2
- Order value
- EUR 1,117.20
Human approval gate
Proposed order remains a recommendation. No CRM update or order submission happens before rep approval.
Append-only audit trail
00:01account_readREAD_ONLYACC-001 loaded
00:03sku_velocity_readREAD_ONLY2 high urgency lines
00:06planogram_readREAD_ONLY72% below threshold
00:09order_proposeREAD_ONLYProposal only
00:12approval_eventFINANCIALPending rep review
Why this matters now
Agents are spreading faster than governance.
Operators need inventory, permissions, approval gates, and revocation before agents touch systems.
EU AI Act-aware documentation should exist from the first run, not after deployment.
Flagship proof
PHANTOM shows governed commerce execution.
The demo prepares a field visit package with account context, SKU velocity, promo compliance, suggested order, audit trail, and human approval state.
01Identity registered
02Audit trail live
03Recommendation proposed
04Approval required
AINOS method
Workflow first. Harness before autonomy.
L1Strategy & value
L2Workflow redesign
L3Knowledge foundation
L4Agent architecture
L5Adoption & scaling
Commercial entry points
A compact ladder from diagnostic to AgentOps.
Agentic Commerce Diagnostic10 business daysEUR 8k-15k
Agent Inventory & Governance Sprint1 weekEUR 6k-10k
Governed Agent Deployment Sprint6 weeksEUR 30k-75k
CAIO / AgentOps RetainermonthlyEUR 8k-20k
AgentOps visibility
The trust layer is visible to operations, technology, and risk.
Persistent agent identityAppend-only audit trailHuman approval gatesCLEAR scorecardsCost and usage bandsRevocation path
Operator-led
Business + technology + execution.
HARNEXA is built for commerce operators who need governed workflows, not another AI strategy deck.