AI Agents
AI agents built for apparel operations.
Every apparel operation runs the same categories of exception-heavy work — chargebacks, EDI mismatches, product data gaps, compliance checks. Instead of custom-building a one-off script for each company, Ariva builds reusable agents for these workflows once, then configures each deployment to a company’s own systems, rules, and approval thresholds.
Custom AI Consulting
Built once, for one company
A bespoke model or workflow, scoped and built from scratch for a single client. Slow to start, expensive to maintain, and doesn’t benefit from lessons learned elsewhere in the industry.
The Ariva Agent Model
Built once, configured per company
A reusable agent for a well-understood apparel workflow, deployed against your systems and rules. Faster to deploy, backed by patterns proven across the industry, and improved continuously — not re-invented per client.
The Portfolio
One flagship agent in the field. Two more taking shape.
Chargeback Intelligence Agent
Investigates retail chargebacks and deductions, assembles the supporting evidence from PO, ASN, invoice, and remittance records, and prepares a recommended response for approval.
Learn moreEDI Operations Agent
Monitors EDI transaction flows for mismatches and exceptions across purchase orders, ASNs, invoices, and retailer-specific document requirements.
Product & Compliance Agent
Checks product data and documentation against retailer compliance requirements before it becomes a chargeback or a rejected shipment.
How an Ariva Agent Works
Every agent acts inside the boundaries you set.
01
Signal or exception
A chargeback, EDI mismatch, or compliance flag arrives from your systems.
02
Agent investigates
The agent gathers the relevant records tied to that exception.
03
Collects business context
It pulls the PO, ASN, invoice, remittance, and any relevant policy or contract terms.
04
Evaluates rules
It checks the case against the rules and thresholds your team has configured.
05
Recommends or prepares action
It proposes a resolution, or assembles the evidence package needed to act.
06
Human or policy approval
Nothing executes without the approval your policy requires.
07
Execution
The approved action is carried out — a dispute filed, a record updated.
08
Evidence captured
Every step is logged and auditable, connected to Arbiter for governance and oversight.
The approval and execution steps are governed by Arbiter — so what an agent is allowed to do, and what it must escalate, stays under your control.
Have a Workflow in Mind?
Discuss an agent workflow for your operation.
Tell us which exception-heavy workflow is costing your team the most time, and we’ll tell you honestly whether an Ariva agent is a fit today.