Natalie Eze

Calderbrook Housing Group / BB-Demo – Check In

Callcompleted

Calderbrook Housing Group: documents logo Calderbrook Housing Group: documents · 2025-02-24 14:30

Helen Marsden found the brain's arrears count consistently lower than her housing extract. Natalie Eze showed it was a definition and timing gap, not missing tenants. Helen wants a sourced value story for the board before the renewal.

What was said

What this says

Current to 11 Oct 26

Helen Marsden found the brain's arrears count consistently lower than her housing extract. Natalie Eze showed it was a definition and timing gap, not missing tenants. Helen wants a sourced value story for the board before the renewal.

What happened: Helen's arrears figure did not tie to the housing system extract. On screen, Natalie showed the brain applies the configured grace period and loads earlier in the day, so the two counts measure different things.

Customer view: Helen was relieved nobody was dropping out of the data. She asked for a short note with both definitions and a one-page usage summary with a source under every figure.

Commercial: Usage is around ten active people on an average day, up about two fifths on the previous quarter, against forty licensed Growth users. Helen said the board will ask what forty-four thousand pounds a year buys, and the term runs to 1 Sep 2025.

Watch: Helen still asks more questions than anyone, though use now spreads across teams. The call does not show a renewal decision.

AI · claude-sonnet-5-5 · 11 Oct 2026

Themes

Current to 9 Oct 26
Theme
Arrears figures and value case
Importance
renewal
Sentiment
positive
Voice
champion

Who was there

BB-Demo

Them

Follow-up

Next steps

Current to 9 Oct 26
  • Natalie sends Helen the arrears note with both definitions and a lineage screenshot by the end of the week.
  • Natalie then sends the one-page usage summary with a source under each figure, and books the quarterly review before the board meeting.
  • Helen takes the grace period question to the rent team and forwards the draft board pack section.

Risks

Current to 9 Oct 26
  • The board pack mixes two arrears definitions, so a figure that looks wrong could undermine trust in the brain.
  • Helen still asks more questions than anyone, which leaves some key-person exposure.

Opportunities

Current to 9 Oct 26
  • A sourced one-page usage summary can give Helen the value case the board will ask for before the 1 Sep 2025 term end.
  • Reconciliation work that took days and now takes an afternoon is a concrete benefit to show.

Transcript

  1. Natalie Eze
    Natalie Eze None
    Hello Helen, can you hear me alright? I can see you but I'm not sure the sound has caught up.
  2. Helen Marsden
    Helen Marsden None
    Yes, I can hear you. Afternoon, Natalie. Sorry, I've just come from another meeting and I'm still unpacking my laptop.
  3. Natalie Eze
    Natalie Eze None
    No problem at all. Take a second. How's the week been? Is it as wet in Leeds as it is down here?
  4. Helen Marsden
    Helen Marsden None
    Worse, I think. It's been grey since Friday. But it's been a busy week rather than a bad one, so I won't complain. The board pack deadline is looming, which is really why I wanted to start with something.
  5. Natalie Eze
    Natalie Eze None
    Go on, that's what I was hoping you'd say. I've got the agenda down as usage and a general catch-up, but happy to start wherever you like.
  6. Helen Marsden
    Helen Marsden None
    So, I'm chasing a discrepancy in the arrears section of the board pack. The number of tenants in arrears that the brain gives me doesn't reconcile to the extract we take from the housing management system. It's not far off, but the board will ask, and I'd rather know why before they do.
  7. Natalie Eze
    Natalie Eze None
    Right. Okay. And is the gap the same direction each time, or does it bounce around? Is the brain always higher, say?
  8. Helen Marsden
    Helen Marsden None
    The brain is a little lower. Consistently lower. That's what bothers me, because random noise I could live with. A consistent gap means something systematic.
  9. Natalie Eze
    Natalie Eze None
    Mm, that's a fair read. My first guess would be timing. The nightly refresh pulls the housing system in the early hours, and if your team takes the extract later in the day, payments posted in between would move people out of arrears in the one and not the other. But I don't want to guess at it with you. Can I share my screen?
  10. Helen Marsden
    Helen Marsden None
    Please. And can you show me the source? I'd like to see where the brain's figure actually comes from rather than be told.
  11. Natalie Eze
    Natalie Eze None
    Of course. Give me a moment, I'm just pulling up the lineage page for the arrears table.
  12. Natalie Eze
    Natalie Eze None
    Right, can you see that? So this is the arrears table in your Snowflake account, and over here is the connector to the housing system. You can see the last load time on the right.
  13. Helen Marsden
    Helen Marsden None
    Yes. Hold on. That load time is before our extract, by quite a few hours. So you're saying the brain has the earlier picture.
  14. Natalie Eze
    Natalie Eze None
    That's what it looks like. And there's a second thing. See this filter on the table, it only counts a tenancy as in arrears once the balance has been outstanding past the grace period your team configured when we set it up.
  15. Helen Marsden
    Helen Marsden None
    Ah. Right. That was the original definition from the rent team. And I don't think the extract applies the grace period at all. It just takes anything with a balance.
  16. Natalie Eze
    Natalie Eze None
    So that would explain a consistently lower number from us. The brain is applying the stricter definition and the extract is the looser one.
  17. Helen Marsden
    Helen Marsden None
    Which means neither is wrong, but the board pack is mixing them, and these don't reconcile because they're not measuring the same thing. That's actually rather a relief. I was worried we had tenants dropping out of the data.
  18. Natalie Eze
    Natalie Eze None
    No, nobody's dropping out, as far as I can see. I can run a count with the grace period switched off, just on screen, so you can see whether it lands on your extract. Would that help?
  19. Helen Marsden
    Helen Marsden None
    That would be exactly what I need. Same date, same cut-off, if you can.
  20. Natalie Eze
    Natalie Eze None
    Okay, sorry, that took a bit longer than I'd like, the warehouse was waking up. So with the grace period off, the count comes out within a handful of the extract. The remaining handful, I'd put down to payments posting during the day.
  21. Helen Marsden
    Helen Marsden None
    A handful I can footnote. That's fine. Can you send me that as a short note, with the two definitions side by side? I'll attach it to the working papers for that section.
  22. Natalie Eze
    Natalie Eze None
    Yes, I'll write it up properly and send it by the end of the week, with a screenshot of the lineage so the source is there in black and white.
  23. Helen Marsden
    Helen Marsden None
    Lovely. Kind regards, I mean, thank you. Sorry, I'm in email mode.
  24. Natalie Eze
    Natalie Eze None
    Ha, no, that's fine. Right, shall we go through usage? Because I think you'll like it.
  25. Helen Marsden
    Helen Marsden None
    Go on then. I've felt it's busier, but I've not looked.
  26. Natalie Eze
    Natalie Eze None
    So over the last thirty days, around ten people are active on an average day. That's up quite a lot on the previous quarter, something like two fifths more. And you've got forty licensed users on Growth, so there's still plenty of headroom.
  27. Helen Marsden
    Helen Marsden None
    Ten. Yes, that feels right. That's my team, and then the people from complaints who I persuaded to have a go, and a couple from the repairs side.
  28. Natalie Eze
    Natalie Eze None
    And that's the pattern I'd hoped for. It's not just one person asking all the questions. It's spread across the teams, which is healthier for you, because if one person moves on, the brain doesn't go quiet.
  29. Helen Marsden
    Helen Marsden None
    Mm. That's a fair point. I do still ask more than anyone, though, if I'm honest.
  30. Natalie Eze
    Natalie Eze None
    You do, but you're not the whole story any more. Which is good. One more thing on the health side: you raised one ticket in the last month, nothing urgent, and it was closed without any fuss. No high-priority tickets, and no invoices outstanding on our side either.
  31. Helen Marsden
    Helen Marsden None
    Yes, I remember the ticket. Your team were quick. I've no complaints there.
  32. Natalie Eze
    Natalie Eze None
    Good. Now, I did want to flag the calendar, only gently. The term runs to 1 Sep 2025, so we've got time, but Tom Ashdown will want to talk about the renewal in good time, and I'd like you to have a value story ready before that.
  33. Helen Marsden
    Helen Marsden None
    Right. Well, the board will ask what we're getting for forty-four thousand pounds a year. They always ask. So I'd quite like something I can put in front of them, not just my own enthusiasm.
  34. Natalie Eze
    Natalie Eze None
    That's the right instinct. What would be most persuasive to them, do you think? Questions answered, time saved, or the reconciliation work like today?
  35. Helen Marsden
    Helen Marsden None
    Reconciliation, honestly. Before the brain, it took my team days to stitch the tenant calls, repairs and arrears together for one section. If I can show the board that it's now an afternoon, and that the figures tie back to source, that's the credibility I need.
  36. Natalie Eze
    Natalie Eze None
    Then let me put together a one-page usage summary for you. Questions asked month on month, who's asking, the dashboards your team have built. You can lift what you want into the pack.
  37. Helen Marsden
    Helen Marsden None
    Please. Keep it plain. The board don't want jargon. And can you make sure it says where each figure comes from? I'll be asked.
  38. Natalie Eze
    Natalie Eze None
    Every figure with its source underneath. Understood.
  39. Helen Marsden
    Helen Marsden None
    Good. Is there anything on your side I should know about? Anything changing in the product?
  40. Natalie Eze
    Natalie Eze None
    Nothing that touches you this quarter that I'm aware of. If that changes I'll tell you straight away. Otherwise, the next thing is the quarterly review, which I'll put in the diary.
  41. Helen Marsden
    Helen Marsden None
    Do that. Before the board meeting would be ideal, so I've got the numbers in time.
  42. Natalie Eze
    Natalie Eze None
    Will do. So, to recap: I send you the arrears note with both definitions by the end of the week, and then the one-page usage summary. You take the grace period question back to the rent team, to decide which definition the board pack should use.
  43. Helen Marsden
    Helen Marsden None
    Yes. And I'll forward you the section from the draft board pack so you can see exactly how the figure is presented. Then we're not guessing.
  44. Natalie Eze
    Natalie Eze None
    That would be really useful. Thank you, Helen. Anything else from you?
  45. Helen Marsden
    Helen Marsden None
    No, that's everything. Thank you, Natalie, this was helpful. Speak soon.
  46. Natalie Eze
    Natalie Eze None
    Speak soon. Bye for now.

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