B-Glass
Daniel Okafor

Calderbrook Housing Group / BG-Demo – Check In

Callcompleted

Calderbrook Housing Group logo Calderbrook Housing Group · 17 Mar 2025 14:30

Helen Marsden's board pack arrears figure was a month-end timing gap, not a data fault. She expects to renew but flagged an IT group data platform discussion and wants a one-page value summary.

What was said

What this says

As at Fri 9 Oct 2026

Helen Marsden's board pack arrears figure was a month-end timing gap, not a data fault. She expects to renew but flagged an IT group data platform discussion and wants a one-page value summary.

What happened: Helen found the brain's arrears figure lower than the housing system report. On the call, Daniel Okafor traced it to a pull made before month-end postings landed. The figures matched after a refresh.

Customer view: Adoption is spreading. Her analysts use the brain daily, the complaints team has come round, and the board asked for the repeat repairs dashboard as a standing item.

Commercial: Helen expects to renew on Growth at £44k, with the term running to 1 Sep 2025. She wants to see the numbers first.

Watch: An IT group conversation about the data platform is under way. She is not leading it, and she wants a one-page case she can show them.

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

Themes

As at Fri 9 Oct 2026
Theme
Arrears timing, renewal groundwork
Importance
renewal
Sentiment
positive
Voice
champion

Who was there

BG-Demo

Them

Follow-up

Next steps

As at Fri 9 Oct 2026
  • Daniel Okafor to send a note on arrears and refresh timing naming section four, and a one-page usage summary before the end of the month.
  • Daniel Okafor to offer dates for an area manager training session on reading the source panel.
  • Helen Marsden to send the definitions of closed for the complaints and repairs systems and a de-identified survey sample.

Risks

As at Fri 9 Oct 2026
  • An IT group discussion about the wider data platform could reopen the Growth subscription before renewal.
  • Helen needs evidence of value she can show IT, and none exists in one place yet.
  • Analysts may take month-end figures at face value if the posting timing is not made visible.

Opportunities

As at Fri 9 Oct 2026
  • Area managers want access and there is room within the 40 Growth users, with a training session first.
  • The satisfaction survey spreadsheet could become a new connector within the current plan.
  • The board's standing repeat repairs dashboard is a strong value story for the renewal.

Transcript

  1. Daniel Okafor
    Daniel Okafor
    Afternoon, Helen. Thank you for making the time. I can see it's just the two of us so far, is anyone else from your team joining?
  2. Helen Marsden
    Helen Marsden
    Afternoon, Daniel. No, just me today. I thought it would be easier to keep it small, because I've got a specific thing I want to chase. Can you hear me alright? My headset has been playing up since this morning.
  3. Daniel Okafor
    Daniel Okafor
    Loud and clear. How is the week treating you? It looked properly grim over Leeds when I checked the forecast.
  4. Helen Marsden
    Helen Marsden
    Oh, it's been raining sideways since Monday, and the board pack is due out later this week, so it's all a bit grey in every sense. Which actually leads me to it, if that's all right.
  5. Daniel Okafor
    Daniel Okafor
    Please, go ahead. That's what the time is for.
  6. Helen Marsden
    Helen Marsden
    So, the rent arrears figure in section four of the board pack. It doesn't reconcile to what the housing management system shows at month end. It's not wildly out, but the board will ask, and I'd rather know why before they do.
  7. Daniel Okafor
    Daniel Okafor
    Right, okay. And when you say not wildly out, is the brain showing a higher figure or a lower one?
  8. Helen Marsden
    Helen Marsden
    Lower. The brain is a little lower than the housing system report. And I've checked my own joins, so I don't think it's us. Well, I don't think it's us.
  9. Daniel Okafor
    Daniel Okafor
    Mm. Can I ask which day you pulled the figure from the brain? Was it the morning after month end, or later in the week?
  10. Helen Marsden
    Helen Marsden
    The morning after. First thing, because I wanted to get the draft done early. Why, does that matter?
  11. Daniel Okafor
    Daniel Okafor
    It might. Just thinking out loud, so stop me if this is wrong. The nightly refresh finishes before seven in the morning, but if your housing team posts their month-end adjustments during the day, the brain won't see them until the following night. So you'd have a snapshot that's correct for the night before, but not for the final month-end position.
  12. Helen Marsden
    Helen Marsden
    Hm. So it could be a timing difference rather than a data difference.
  13. Daniel Okafor
    Daniel Okafor
    That's my first guess. But I don't want you to take a guess to the board. Can you share your screen, or shall I? I'd like to look at the arrears page together and follow it back to the source.
  14. Helen Marsden
    Helen Marsden
    Yes, please. Can you show me the source? That's what I always need. Not just the number, the lineage of it.
  15. Daniel Okafor
    Daniel Okafor
    Of course. Give me a second, I'm just sharing. Can you see the arrears page now?
  16. Helen Marsden
    Helen Marsden
    I can. That's the one I used, yes. The total is in the top corner there.
  17. Daniel Okafor
    Daniel Okafor
    Right. If I open the source panel on that total, it tells us which connector it came from and when it was last refreshed. So there, the housing system connector, last loaded early on the first of the month. Is that the day you pulled it?
  18. Helen Marsden
    Helen Marsden
    That's the day. So the load was the morning, and then the month-end postings came in after that.
  19. Daniel Okafor
    Daniel Okafor
    Which would explain a lower figure if some arrears charges or adjustments were posted later. Do you know roughly what your income team posts at month end?
  20. Helen Marsden
    Helen Marsden
    Court costs and a batch of rent account corrections, I believe. I'd have to ask the income team to be sure. Honestly, that's probably it. I just hadn't thought of it, because for the first months I only looked at mid-month figures and they matched.
  21. Daniel Okafor
    Daniel Okafor
    That makes sense, and it's a very easy thing to miss. Mid-month there's nothing big to post, so they agree. Shall we test it? If you pull the same total from today's refresh and compare it to the housing report for the same cut, we'd see whether the gap has closed.
  22. Helen Marsden
    Helen Marsden
    Let me do that now, actually. Hold on, I'll open the report. Give me a minute, sorry.
  23. Daniel Okafor
    Daniel Okafor
    Take your time. I'm in no rush.
  24. Helen Marsden
    Helen Marsden
    Right. I've got the month-end report for the housing system open, and the brain figure for the same date, from last night's refresh. They match. To the pound.
  25. Daniel Okafor
    Daniel Okafor
    Oh, that's good to hear. So the number was fine, it was the cut that was early.
  26. Helen Marsden
    Helen Marsden
    Yes. Well. Thank you. I'm relieved, I'll be honest. I had a bit of a knot in my stomach about that one.
  27. Daniel Okafor
    Daniel Okafor
    Understandable, with the board reading it. What I'd suggest, just to close the loop, is that I write you a short note with the refresh times and what the source panel shows, so you can put a footnote in the pack. And for month end, pull the figure on the second morning, once postings have landed.
  28. Helen Marsden
    Helen Marsden
    Yes, I'd like that. A footnote with the cut date means nobody on the board has to wonder. Could you also name the section so that my team knows where it applies? Section four, arrears. I always reference the section, I'm afraid.
  29. Daniel Okafor
    Daniel Okafor
    I noticed. And I rather like it. It makes it easy for me to follow. I'll put section four in the note.
  30. Helen Marsden
    Helen Marsden
    Lovely. Right. That was my one worry. Is there anything you wanted to cover? You'll have your own list.
  31. Daniel Okafor
    Daniel Okafor
    A few things, mostly good news. How is the team finding it, day to day? That's the question I always want answered by the person who knows.
  32. Helen Marsden
    Helen Marsden
    Better than I expected, if I'm honest. My analysts use it every day now. Two of them have more or less stopped building the old spreadsheets for repairs and complaints, they just ask the brain. And the neighbourhood managers have started coming to us with questions in a different way. Fewer of them say, can you run me a report, and more of them say, I looked and it says this, is that right?
  33. Daniel Okafor
    Daniel Okafor
    That's a real shift, and it's one I like to hear. It shows in the usage as well. The number of people active in the brain is clearly up on last quarter, which tallies with what you're describing.
  34. Helen Marsden
    Helen Marsden
    Is it? I knew it felt busier. Who's driving it, do you know?
  35. Daniel Okafor
    Daniel Okafor
    It's spread out, which is the healthy sign. It's not one person asking all the questions. Your analysts are the heaviest, but there are housing managers and a couple of people from the complaints side who are regulars now.
  36. Helen Marsden
    Helen Marsden
    Yes, the complaints team. They were sceptical at first. I think it was when they saw that a complaint could be tied to the repairs ticket and the tenant's calls that it clicked. They'd been doing that by hand.
  37. Daniel Okafor
    Daniel Okafor
    That's exactly the case we hoped for when we set it up, joining tenant calls, repairs tickets, complaints and arrears into one picture. And you've got forty licensed users on Growth, so there's plenty of room if more of the neighbourhood teams want in.
  38. Helen Marsden
    Helen Marsden
    I was going to ask about that. Not yet, but the area managers have been asking. I'd want to bring them on carefully, with some training, so they don't start quoting things they don't understand.
  39. Daniel Okafor
    Daniel Okafor
    Very sensible. We can run a session for them, an hour or so on how to read the source panel and what the refresh means. After today I think I'd put the month-end timing at the top of that list.
  40. Helen Marsden
    Helen Marsden
    Ha, yes, that would have saved me an afternoon. Please do.
  41. Daniel Okafor
    Daniel Okafor
    I'll come back to you with a couple of dates. Now, the other thing I wanted to ask. Your support tickets have been very quiet. Nothing at all in the last month, in fact. Is that real, or are people just not logging things?
  42. Helen Marsden
    Helen Marsden
    Honestly, I think it's real. Nothing has broken. The connectors have just run. The only thing I'd have raised was the arrears figure, and that turned out to be me.
  43. Daniel Okafor
    Daniel Okafor
    Well, it's good for us to hear it, and the quiet matches what I see on our side. Nothing overdue on the account either, so it all looks tidy.
  44. Helen Marsden
    Helen Marsden
    Our finance team are very good at paying on time. I'll pass that on.
  45. Daniel Okafor
    Daniel Okafor
    Please do. And tell me about the dashboards. Last time you mentioned the board wanted a view on repeat repairs.
  46. Helen Marsden
    Helen Marsden
    We built it. One of my analysts did most of it. It shows addresses with more than one repair for the same fault inside a window, and then lines up the complaints raised on the same property. The board found it quite striking, and the chair asked for it to be a standing item.
  47. Daniel Okafor
    Daniel Okafor
    That's wonderful. And it's you building that, not us, which is what I'd hoped. A dashboard the board asks for by name is quite a good sign that the thing has found its place.
  48. Helen Marsden
    Helen Marsden
    It's made my team look good, which I won't pretend I'm unhappy about. The credibility with the board matters a lot to me.
  49. Daniel Okafor
    Daniel Okafor
    I know it does, and it's well earned. Is there anything the board has asked for that the brain can't currently answer? I'd rather hear about the gaps from you than find them later.
  50. Helen Marsden
    Helen Marsden
    A couple. They want to see how long it takes from a complaint being logged to the repair being completed, and the dates sit in two different systems with different definitions of closed. I've got a rough version, but I don't trust it yet.
  51. Daniel Okafor
    Daniel Okafor
    Mm. That's a definitions problem more than a data one, I think. If you can write down what closed means in each system, in your words, I can sit with you and we can map them onto one measure. Then you'd have something you can defend.
  52. Helen Marsden
    Helen Marsden
    I can do that. I'll draft it with my analyst and send it across. I'd rather it was written down than carried around in people's heads.
  53. Daniel Okafor
    Daniel Okafor
    Agreed. Is there a new source needed, or are both of those already connected?
  54. Helen Marsden
    Helen Marsden
    Both are connected. Though I'd like to bring in the satisfaction survey results at some point. They're sitting in a spreadsheet at the moment, and honestly it makes me wince.
  55. Daniel Okafor
    Daniel Okafor
    We have room for that within your plan, so it's a conversation about when, not whether. If it's a spreadsheet in a shared drive it should be straightforward. I'd want to see the layout first, so send me a sample if you can, with the personal details taken out.
  56. Helen Marsden
    Helen Marsden
    Of course. I'll strip it down before I send anything. We're careful about that.
  57. Daniel Okafor
    Daniel Okafor
    I know you are. Right, can I turn to the contract for a moment, only briefly. You're on Growth at forty-four thousand a year, and the term runs to 1 Sep 2025. There's plenty of time, and I'm not here to push anything today. I just like to put the date on the table early so nobody is surprised.
  58. Helen Marsden
    Helen Marsden
    Yes, I have it in my diary. I'd expect to renew, given where we are, but I'd want to see the numbers properly before I put it in front of anyone. And I should say there's a wider conversation going on in our IT group about the data platform generally. I'm not leading it, and I don't know where it will land.
  59. Daniel Okafor
    Daniel Okafor
    Thank you for telling me, that's very helpful. I wouldn't want to second guess it. What would be most useful from my side, so that you've got what you need when that conversation comes up?
  60. Helen Marsden
    Helen Marsden
    A clear picture of what the board gets from it. Questions asked, who's using it, what we've replaced. Something I can put on one page. If IT ask me why we need it, I want to be able to show them rather than say it.
  61. Daniel Okafor
    Daniel Okafor
    I can do that. A one-page summary of usage and what's been built on it, with the repeat repairs dashboard in there. I'll have it with you before the end of the month.
  62. Helen Marsden
    Helen Marsden
    Thank you. And if it's useful to have someone from IT on a call at some point, I'd rather bring them in properly than have them hear second hand.
  63. Daniel Okafor
    Daniel Okafor
    I'd welcome that, whenever it suits you. No pressure either way.
  64. Helen Marsden
    Helen Marsden
    Good. Right, so what else have you got? I've got a bit of time before my next meeting.
  65. Daniel Okafor
    Daniel Okafor
    Not much more, honestly. One question on the refresh timing, since it caught you out. Would it help if the housing system's month-end posting day was marked somewhere visible in the brain? A small note on the page, so anyone pulling a number that morning knows to wait?
  66. Helen Marsden
    Helen Marsden
    Oh, that would help a lot. Particularly for the newer analysts. They'll take the number at face value.
  67. Daniel Okafor
    Daniel Okafor
    Then I'll add it to the note I'm sending, as a suggestion for how your team might set it up. The dashboards builder lets you put a text panel at the top, so it can be done on your side without waiting for us.
  68. Helen Marsden
    Helen Marsden
    Perfect. I'll get one of the team to do it this week.
  69. Daniel Okafor
    Daniel Okafor
    Lovely. Then just to close the loop on what we've agreed. I'll send you the note on arrears and refresh timing, with section four named. I'll come back to you with dates for a short training session for the area managers. And I'll prepare the one-page usage summary, before the end of the month.
  70. Helen Marsden
    Helen Marsden
    And from me, the definitions of closed for the complaints and repairs systems, and a sample of the survey spreadsheet with the personal data removed. I'll aim for the end of next week.
  71. Daniel Okafor
    Daniel Okafor
    That works. And we'll speak again around June for the next check-in, and I'll be in touch about renewal properly before then, so you're not waiting on me.
  72. Helen Marsden
    Helen Marsden
    That's fine. Daniel, thank you. It's been useful, and a lot less painful than I'd feared when I joined.
  73. Daniel Okafor
    Daniel Okafor
    Glad to help. Do give my regards to your team, and good luck with the board pack. You'll be fine.
  74. Helen Marsden
    Helen Marsden
    Thanks. Speak soon. Kind regards.
  75. Daniel Okafor
    Daniel Okafor
    Best wishes, Helen. Bye for now.

BG-Demo is a fictional company; every organisation and person here is invented. B-Glass is the tool. Data as of Fri 9 Oct 2026. Help & Support

Help & Support

Open as a page

Help & Support

B-Glass is one place to read everything the company knows about its customers: the CRM, calls, emails, support tickets, product usage, invoices, documents, news and HR. Every page is built from those systems and the data is current to Fri 9 Oct 2026.

How to use the site

How to ask

Press Ask B (the speech bubble) in the header, or open the Ask B page. Type a question, or pick one of the suggestions.

What the data covers

DataRecords
Organisations225
People at customers862
BG-Demo staff records (in post and leavers)58
Calls1,995
Email threads3,013
Support tickets1,159
Documents1,218
Deals315
Invoices285
Events49
News items119

Data as of Fri 9 Oct 2026. Text marked AI was written by the AI from the records listed in its made-from link; an AI output that cannot cite its evidence is refused and the previous text kept. Where two systems disagree (for example a contract and the CRM), the key facts show both values and mark the difference.

BG-Demo is a fictional company: every organisation, person and figure here is invented for this demonstration. B-Glass is the tool that reads its data.

Who to contact

Email info@b-glass.uk or talk to your B-Glass account team. Tell us the page address and what looked wrong; a screenshot helps.

Help

Ask B

B-Glass · read-only