For logistics companies

Every shipment, carrier and customer, in the agents your team already uses.

Rates, delays and promises, found in seconds.

Reads SAP and ERP systems, Outlook, Gmail, Microsoft Teams and 8 more

The problem

The ERP says what shipped. Everything else is in someone's inbox.

Time

Staff hours spent chasing a single delay

Cost

Overpaying because nobody can find the agreed rate

Revenue

Customers lost to slow, partial answers

By the numbers

The problem, in numbers

44%

say fragmented data blocks automation

Source: SAPinsider

25%

of operations leaders fully trust their data

Source: Stibo

76%

of operations leaders work with mismatched systems

Source: Stibo

101

apps at the average organization

Source: Okta

With Mithrandir

Before: Hours, weeks, months

With Mithrandir: Seconds

Up to 396 to 792 hours a year saved per person

Up to $3K to $7K

more revenue a year, per person

Source: McKinsey; Coveo; Damodaran · How it is estimated

Make your AI better

8.3×
lower AI cost
2.2×
faster answers
0
leaks in 30,000+ entries

How we measure

How much better it gets

In the agent each person already uses, within what they can access.

  1. Time

    A customer asks where their order is

    Before

    Tracking, emails and a callback the next day.

    After

    The shipment, the carrier's latest and what the customer was told.

  2. Cost

    A carrier dispute

    Before

    Months of email to find the agreed rate, or pay the bill.

    After

    The terms, the thread and who agreed them.

  3. Risk

    The same exception again

    Before

    Last time's fix is in an archived inbox.

    After

    The earlier case on this lane and how it was solved.

  4. Revenue

    An account changes hands

    Before

    The relationship rebuilt from CRM notes and memory.

    After

    The full history, commitments and open issues.

  5. Time

    New staff on the floor

    Before

    Months of asking the veterans.

    After

    The veterans' answer, with its source.

Safe on every row.

Only what you can already access

Your hierarchy, the way it should be

Walls that hold, for every agent

0 leaks, 100% sourced, 30,000+ entries. How we measure · Security

A scenario

One Monday morning in logistics

At 7:30 a key customer emails: a shipment is three days late, and they want to know why and what they are owed. The COO asks ChatGPT.

“Why is this shipment late, and what did we promise this customer on delays?”

The COO · in ChatGPT

The carrier's delay notice, the rerouting thread, the contract's delay clause and the agreed credit, each with its source.

A dispatcher · in Copilot

The shipment's status, the carrier notice and the new arrival time, so they can act on it right away. Contract terms and credits stay with account management.

The customer has a full answer before 9:00. The dispatcher acts on the reroute, and the commercial terms stay with the people who own them. Nobody chased three inboxes for the answer.

40% of enterprise apps will include task-specific AI agents by the end of 2026, Gartner predicts. Source: Gartner, August 2025

Questions

Can a dispatcher answer a customer without seeing contract terms?
Yes. The dispatcher sees the shipment, the carrier notice and the timing. Contract terms and credits stay with account management.
Does it read the ERP and email together?
Yes. ERP, email, chat and CRM go into one memory, so the reason behind a delay sits next to the shipment.
What happens when an account changes hands?
The account's history stays with the company. The new owner gets every promise, rate and exception, in order, with sources.

See it on your own data.

One region, ERP, email and CRM. Ask what your teams ask every day.

Remember.

Every company needs agents that know it. We are here for that.

Remember more. Spend less.

Bring one workflow. See it on your own data in 30 minutes.

Last updated 21 October 2026 · Mert Uzun, co-founder