# Help teams find the right operational information faster

Plan manufacturing and logistics copilots for approved product, supplier, quality and operational records.

Canonical: https://aroai.com/industries/manufacturing-logistics/

## Turn scattered records into a reviewable answer

Teams often need to check specifications, work instructions, suppliers, order status and customer history across several systems. Start with one approved information path, cite the source material and show when the answer needs escalation.

## High-value workflow ideas

- **Product and specification search**: Find approved product facts and source documents for technical and customer-service questions.
- **Quality and production worklist**: Summarise permitted quality records, nonconformity notes and follow-up actions for review.
- **Wholesale order and supplier triage**: Prepare a source-backed order or supplier hand-off from approved ERP and CRM records.

## The context that takes time to get right

A strong operational skill needs the product taxonomy, units, document authority, revision rules, quality terminology, escalation thresholds and ownership of each data source. ERP and logistics connections should start read-only and be scoped to the systems the customer actually runs.

## Availability

Manufacturing, logistics and ERP connectors, industry tools and operational skills are coming soon. Current released tools do not access a factory, warehouse or ERP system.