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Retail and logistics

Large product catalogs and document-intensive processes — naturally aligned with continuous efficiency improvement, as volumes are already measured and unit costs are monitored.

R$ 940bn/yrin annual logistics costs in Brazil; fewer than 10% of retailers use advanced AI in pricing and inventoryExame / CRM Bonus

Processes fit for AI agents

  • Order processing
  • Ticket handling and after-sales
  • Receiving and returns checking
  • Marketplace and acquirer reconciliation

Examples of units of work

  • Order processed
  • Ticket resolved without escalation
  • Invoice or entry reconciled

Recommended Skill Pack

Order processing and reconciliation

  1. Order received from the sales channel

  2. Validate customer data, payment, and stock

  3. Refusal or cancellation: an identified person decides

    An identified person decides

    Consumer Protection Code · LGPD, art. 20
  4. Issue the invoice and release for shipping

  5. Order processed

    Billable unit

Evidence

A reference flow, not your company's process.

When the other side has an agent

A shopper's agent reads catalog, price, and delivery time. The retailer's agent can adjust shipping, delivery dates, and return terms within the commercial policy.

Compliance

Compliance standard examples

LGPD, art. 20 (Brazil's data protection law)
The data subject's right to review a decision made solely by automated processing.
Consumer Protection Code
A decision affecting a consumer needs a record and a path to human review.

Our read

It's the vertical where costs per unit of work and per transaction, as well as margins, are easiest to compare with current values — and therefore where the conversation about performance-based contracts starts earliest.