Lumari logo

Manufacturing

How Halvern cut PO cycle time from 9 days to 36 hours

Halvern’s buyers were chasing approvals across email and spreadsheets. With Lumari’s AI agents triaging requests and drafting POs automatically, the team reclaimed two full days a week.

Halvern Manufacturing

·

CNC machinery on a factory floor

83%

Faster PO cycle

$1.2M

Annual savings

36 hrs

New PO cycle time

Nine days of waiting, one plant at a time

Halvern’s buyers exported open orders from the ERP every Monday, pasted them into email, and chased suppliers one thread at a time. By the time confirmations came back, the schedule had already moved. Average PO cycle time: nine days.

Agents on every open order

Lumari connected to Halvern’s ERP in the first week and took over follow-ups, confirmations, and change-order reconciliation. Buyers now approve exceptions from a single queue while everything routine happens automatically — with a full audit trail.

Cycle time fell 83% to 36 hours, and the team recovered $1.2M in early-payment discounts they had been leaving on the table.

See It In Action

Ready to Bring AI
to your Supply Chain?

Lumari

© Lumari 2026. All rights reserved.

Built in San Francisco 🤍

See It In Action

Ready to Bring AI
to your Supply Chain?

Lumari

© Lumari 2026. All rights reserved.

Built in San Francisco 🤍

See It In Action

Ready to Bring AI
to your Supply Chain?

Lumari

© Lumari 2026. All rights reserved.

Built in San Francisco 🤍