MAIA AI — Inventory & Stock Agent

Reverse Logistics Module

Returns Processing & Reverse Logistics — Fully Automated

Every returned item represents money tied up, value at risk, and operational cost mounting by the hour. MAIA AI compresses the entire returns cycle — from customer request through to stock reinstatement or disposition — from days into hours, automatically.

Request a Demo Back to Inventory Agent

Average return processing time
(down from 3 days)

80%

Stock value recovered
from returned goods

100%

Returns scanned & logged
— no unrecorded movements

€0

Manual admin cost
per return processed

Reverse Logistics

Returns Processing & Reverse Logistics

MAIA AI handles the entire returns process — from customer return request to final disposition decision — reducing processing time from days to hours while recovering maximum value from returned stock.

Return Request

Customer submits return — AI validates eligibility automatically

Label & Collection

Return label issued, courier booked — tracked from pickup

Receipt & Inspection

Goods scanned at warehouse — condition graded automatically

Disposition Decision

AI assigns restock, repair, recycle or dispose — rules-based

Stock Reinstated

Resaleable items back in available stock — ERP updated

Credit Note Issued

Customer credit generated and sent — fully automated

Automated Disposition Outcomes

Return to Sellable Stock

Undamaged, full condition — putaway directed immediately

62%

Refurbish / Repair Queue

Minor defects — routed to repair station with work order

18%

Recycling / Materials Recovery

Beyond repair — components or materials recovered

12%

Return to Supplier

Defective on delivery — claim raised and return initiated

Returns Performance Metrics

Average return processing time (down from 3 days)

100%

Returns scanned and logged — no unrecorded movements

€ 0

Manual admin cost per return processed

80%

Stock value recovered from returned goods

Automated Credit Note Generation

Upon receipt confirmation, customer credits and supplier claims are raised automatically — no accounts involvement required.

Fraud Detection

AI flags suspicious return patterns — same-customer repeat returns, empty-box claims, high-value serial mismatches.

Regulatory Compliance

Full compliance with EU consumer rights directives — 14-day return windows tracked and enforced automatically.

Customer Communication

Automated status updates to customers at every return milestone — receipt, inspection complete, credit issued.

Returns Analytics

Root cause analysis by SKU, supplier and reason code — identifies quality issues before they become recurring costs.

The Process

From Return Request to Resolved — In Hours

MAIA AI orchestrates every touchpoint in the returns journey without manual intervention, connecting your warehouse scanning, ERP, accounting, and customer communication systems in real time.

Request Validated

Return eligibility checked against purchase date, product category and return policy rules — instantly.

Collection Arranged

Pre-paid return label issued, carrier booked, and real-time tracking activated — zero manual booking.

Goods Graded

Item scanned on arrival, condition graded (A/B/C/D) and disposition rule applied in under 90 seconds.

Stock or Claim Raised

Sellable items reinstated to live stock. Supplier claims, repair work orders, or disposal tickets raised automatically.

Credit Issued

Customer credit note generated and dispatched. ERP, accounts and WMS updated simultaneously.

Who Benefits

Returns Management Across Every Stock-Heavy Sector

Whether you ship to consumers or trade buyers, manage perishable stock or durable goods, MAIA AI's returns engine adapts to your rules, your product categories, and your volume.

Fashion & Apparel

High return rates (30–40%) driven by size issues. MAIA automates grade-on-receipt, restocks unworn items instantly, and routes soiled garments to cleaning queues.

↓ 68% returns admin cost

Consumer Electronics

Serial number matching, firmware checks and cosmetic grading applied on receipt. Defective-on-delivery claims raised to suppliers within hours, not weeks.

↑ 80% supplier recovery rate

Medical & Healthcare Supplies

Strict lot-number and expiry tracking on returned goods. Non-conforming product isolated immediately; compliant items reinstated with full audit trail for regulatory purposes.

100% audit traceability

Wholesale & Distribution

Trade returns handled at pallet and case level. Supplier credit claims automated based on purchase order reference, delivery note and inspection result.

↓ 75% claim processing time

E-Commerce & Online Retail

High volumes, multiple carriers, multiple marketplaces. MAIA consolidates return streams across all channels and ensures every item reaches the right disposition path.

4h avg processing time

Manufacturing & Industrial

Warranty returns tracked by batch and production date. Defect patterns identified across returns data — flagging manufacturing issues before they scale.

↓ 42% warranty claim cost