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Sophie Ling

Al Qusais Freight / BG-Demo – Demo

Callcompleted

Al Qusais Freight logo Al Qusais Freight · 21 Sep 2026 09:00

Rania Khalil tested search on real shipment notes. A released shipment still showed as held because the release was typed into a note, not the status field. She asked to see dashboards, a Growth feature.

What was said

What this says

As at Fri 9 Oct 2026

Rania Khalil tested search on real shipment notes. A released shipment still showed as held because the release was typed into a note, not the status field. She asked to see dashboards, a Growth feature.

What happened: Hannah Lowe ran the 21 Sep 2026 demo on an export of Al Qusais Freight's own notes and mailbox, with customer names masked. Rania asked about held shipments and the last ten enquiries for a customer reference.

Customer view: Rania wanted to know whether search works on messy real notes. She liked that agents would see enquiry history before answering, saying it saves calls to dispatch.

Commercial: Rania asked for the enquiry-volume dashboard her managers want every Monday. Hannah said the dashboards builder is part of Growth and changes the proposal, and that it needs an admin with time set aside.

Watch: The held-status gap is a data quality issue on the customer's side that Hannah said to fix first. Security answers for the IT lead were promised in writing, and the evidence does not show who decides or the budget.

AI · claude-sonnet-5-5 · as at Fri 9 Oct 2026

Themes

As at Fri 9 Oct 2026
Theme
Demo on own data
Importance
upsell
Sentiment
mixed
Voice
unknown

Who was there

BG-Demo

Them

Follow-up

Next steps

As at Fri 9 Oct 2026
  • Hannah Lowe to put the held-status fix in writing for Rania.
  • Hannah to send the security controls with dated evidence for the IT lead.
  • Sophie Ling to send the summary and questionnaire the same afternoon and reflect Growth in the proposal.

Risks

As at Fri 9 Oct 2026
  • A released shipment still showed as held because status is not kept in the status field, which could undermine trust in search.
  • The dashboards builder needs a customer admin with time, and none was named.
  • The IT lead's security review is still to come, with written controls promised.

Opportunities

As at Fri 9 Oct 2026
  • The Monday enquiry-volume dashboard request points to Growth rather than Starter.
  • Agents seeing the last ten enquiries before replying is a clear use case for the proposal.

Transcript

  1. Sophie Ling
    Sophie Ling
    Morning, Rania. Hannah is here to show the demo on your own data. Can you both hear me?
  2. Rania Khalil
    Rania Khalil
    Yes, morning. Hi Hannah.
  3. Hannah Lowe
    Hannah Lowe
    Morning both. Before I start, Rania, what do you most need to know from this session?
  4. Rania Khalil
    Rania Khalil
    Whether the search works on our real shipment notes, not a tidy sample.
  5. Hannah Lowe
    Hannah Lowe
    To be precise, I'll use an export of your own notes and mailbox, with customer names masked. The short answer is yes, it works on your notes. The longer answer is that messy notes are where it shows its limits, so I'll show you those too.
  6. Rania Khalil
    Rania Khalil
    Good. Go on.
  7. Hannah Lowe
    Hannah Lowe
    This is the brain, running inside your Snowflake account. I'll ask it the question your team asks most often.
  8. Rania Khalil
    Rania Khalil
    Which shipments are still held at customs, and for how long?
  9. Hannah Lowe
    Hannah Lowe
    There. It lists the held shipments, with how long each has been held and the note it came from.
  10. Rania Khalil
    Rania Khalil
    Mm, one of those was released last week. Why is it still on the list?
  11. Hannah Lowe
    Hannah Lowe
    Because the release was typed into a note, not the status field, so the brain reads the status. The short answer is the source is out of date. The longer answer is that this is the same gap you described, and it is the thing to fix first.
  12. Sophie Ling
    Sophie Ling
    Hannah, how common is that in a setup like this?
  13. Hannah Lowe
    Hannah Lowe
    It is common. Our rule is to point at the field that holds the truth, and then ask the team to use it. I'll put that in writing for you.
  14. Rania Khalil
    Rania Khalil
    Yes, please. Can we see the customer view, the way an agent would see it?
  15. Hannah Lowe
    Hannah Lowe
    Yes. Here's the search an agent would use. Type the customer's reference.
  16. Rania Khalil
    Rania Khalil
    Customer reference, last ten enquiries.
  17. Hannah Lowe
    Hannah Lowe
    Working. It returns the ten enquiries with the reply each one received, so the agent sees the history before answering.
  18. Rania Khalil
    Rania Khalil
    Good, that saves our agents the calls to dispatch. Is it that fast in real use?
  19. Hannah Lowe
    Hannah Lowe
    On a warm index, yes. The first query of the day can take a moment while the data loads.
  20. Sophie Ling
    Sophie Ling
    That's good to know for the proposal. We'll note it.
  21. Rania Khalil
    Rania Khalil
    Can we see the dashboard for enquiry volumes? Our managers ask for it every Monday.
  22. Hannah Lowe
    Hannah Lowe
    That's the dashboards builder. It is part of Growth, so we can show it, but it changes the proposal.
  23. Rania Khalil
    Rania Khalil
    Okay. Show me anyway.
  24. Hannah Lowe
    Hannah Lowe
    Here. Each tile is a question you can save and rerun on a schedule.
  25. Rania Khalil
    Rania Khalil
    Lovely. And who would build the tiles?
  26. Hannah Lowe
    Hannah Lowe
    Your team builds the tiles, and we check the questions. The short answer is you need one admin with time for it. The longer answer depends on who wants each tile and whether they trust the numbers.
  27. Sophie Ling
    Sophie Ling
    Right, so we would want an admin on your side with time set aside for it.
  28. Rania Khalil
    Rania Khalil
    Security questions. Our IT lead will want to see where the data is held and who can see it.
  29. Hannah Lowe
    Hannah Lowe
    The data stays in your Snowflake account, and access follows your existing roles. I will not describe a control we have not evidenced, so I'll send the controls with the evidence attached, and the date each evidence was last checked.
  30. Rania Khalil
    Rania Khalil
    Good, that's what they will want.
  31. Hannah Lowe
    Hannah Lowe
    I'll put that in writing for your IT lead.
  32. Sophie Ling
    Sophie Ling
    Thanks, Hannah. Rania, the summary and the questionnaire will come from us this afternoon.
  33. Rania Khalil
    Rania Khalil
    Okay, I think we've covered it. Thank you both.
  34. Hannah Lowe
    Hannah Lowe
    Thank you, Rania. The note will show the held-status gap first, because that is the one to fix.
  35. Sophie Ling
    Sophie Ling
    Agreed. Thanks both. Speak soon.
  36. Rania Khalil
    Rania Khalil
    Bye.

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