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Use case · Logistics

Every exception costs cash. Count the ones AI cleared.

Twelve hundred people move freight. A handful of models now triage the problems, and nobody has priced the difference.

What this is

These figures describe an expected pattern for an operation of this size, not a named customer’s claim. Oabo will show you which of your own numbers are evidenced and which are not yet.

The situation

Exceptions are the business. A missed pickup, a customs hold, a bad address. Each one costs a phone call, a re-book, sometimes a service credit to the customer.

The operations team put models on the exception queue eighteen months ago. Triage is faster. Service credits are down. Detention charges are down. All three sit in different systems and none of them names the model that helped.

At this size the money is real and so is the fragmentation. Four regions run their own tooling on four different accounts.

What runs where

  • API gateway

    The exception-triage service routes every call through your gateway, so each region separates cleanly instead of pooling into one invoice.

  • Vendor account

    The regional subscriptions each operations centre bought on its own card, now on one record.

  • Managed fleet

    Every managed seat across the four regions reports through one deployed file.

What Oabo shows in the first 30 days

  • One record of every model and subscription across all four regions, with an owner on each.
  • Cost per exception type, so the expensive queue stops being invisible inside a regional total.
  • Service credits and detention charges that fell, tied to the ledger entries that show them falling.
  • Dispatcher hours absorbed by triage, held apart from the cash figure.

What to expect

Cash saved
$610,000
Per year. Service credits and detention charges your ledger shows you did not pay, net of signed hold-backs.
Capacity created
19,000 hrs
Per year of dispatcher triage time. Hours are reported as hours and nothing else.

Two units, two blocks. Cash is money your ledger moved. Capacity is time your people got back. Oabo never adds them together.

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