B-Viz
Penmaen Software logo

Penmaen Software

Lost£0

AI facts

As at Fri 9 Oct 2026

Penmaen Software held a Growth subscription, last under the 30 Jun 2025 order form at £48k a year for 25 Jul 2025 to 24 Jul 2026. No order form covers any period after 24 Jul 2026, and the renewal deal closed lost on 24 Jun 2026 with budget given as the reason. Usage stopped after the week ending 24 Jul 2026, which had 392 questions. All four invoices were paid within terms and nothing is owed. The CRM shows one former customer record at £0 ARR.

Read from 31 calls · 47 email threads · 18 tickets · 4 deals · 15 people · 19 documents, newest 10 Jul 26

Profile

Updated 9 Oct 26
  • IndustryB2B softwareSource: CRM company record
  • Websitepenmaen.exampleSource: CRM company record
  • CountryUnited KingdomSource: CRM company record · CRM code GB · Region UK
  • HQ cityCardiffSource: CRM company record
  • Size210 employeesSource: CRM company record
  • CRM ownerTom AshdownSource: CRM company record · Account Executive · CSM Marcus Bell
  • Customer since25 Jul 2024Source: first executed order form ctr_164_01, signed 11 Jul 2024 · Growth tier · In the CRM since 22 Apr 2024
  • TypeChurneddiffersSource: contracts and invoices (signals) · CRM stage former_customer · The sources disagree
  • StateLostSource: AI assessment · As at Fri 9 Oct 2026 · written 21 Oct 2026

AI opinion

As at Fri 9 Oct 2026

Lost, because the Growth order form ended on 24 Jul 2026 with no renewal, and the CFO, Huw Bevan, questioned value against forty licences at every renewal step. Payment was never the problem. One opportunity: Cerys Llewellyn, the former champion, now champions a live Growth evaluation elsewhere.

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

Key facts

Updated 9 Oct 26
  • TierGrowthSource: deal_164_03
  • Last contact15 Jun 2026Email: Invitation: BG-Demo webinar, 18 Jun 2026 · 116 days before 9 Oct 2026
  • Tenanteu-west-2Source: product analytics, reporting since Jul 2024 · 10 connectors configured
  • Licensed seats4032 active users in Sep 2026
Computedmade from

Next step

As at Fri 9 Oct 2026
What
Marcus Bell sends Huw Bevan a one-page usage case showing who used B-Viz, with a win-back option whose licence count is sized to that actual use. Re engage
Who
Marcus Bell Marcus Bell
When
This week by 9 Oct 2026
Why
Marcus Bell should send Huw Bevan, the CFO, a one-page usage case with a licence count matched to actual use. Penmaen churned on value against forty licences, not money: every invoice was paid.

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

The story

As at Fri 9 Oct 2026
Lost

Lost: the Growth order form at £48k a year ended on 24 Jul 2026 with no renewal, after the renewal deal closed lost on budget. Every invoice was paid. The CFO doubted value against forty licences, and the champion had left.

Lost: Penmaen Software's Growth order form at £48k a year ended on 24 Jul 2026 with no renewal. The renewal deal closed lost on 24 Jun 2026, with budget given as the reason, and every invoice was paid within terms.

Usage stopped after 24 Jul 2026. July 2026 had 1,320 questions against a peak of 1,695 in October 2025. Imran Whitfield asked 10% of questions over the last 12 months and Ffion Rees 8%, and the champion, Cerys Llewellyn, had left.

Huw Bevan, the CFO, questioned value at every renewal step and would not pay for forty licences to use ten. The last contact was two tickets on 10 Jul 2026: a Salesforce connector auth failure and duplicate records after a CRM migration.

Marcus Bell should send Huw a one-page usage case with a licence count sized to actual use, by 9 Oct 2026. Tom Ashdown prices the option.

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

ARR journey

Updated 9 Oct 26
Updated 09 Oct 26
CSV
Contracted ARRInvoiced ARR
£0£25k£50kNov 24Apr 25Sep 25Feb 26Jul 26newexpansionexpansionchurn£0£0Jul 24: Contracted ARR £39,600; Invoiced ARR £39,600Aug 24: Contracted ARR £39,600; Invoiced ARR £39,600Sep 24: Contracted ARR £39,600; Invoiced ARR £39,600Oct 24: Contracted ARR £39,600; Invoiced ARR £39,600Nov 24: Contracted ARR £39,600; Invoiced ARR £39,600Dec 24: Contracted ARR £39,600; Invoiced ARR £39,600Jan 25: Contracted ARR £39,600; Invoiced ARR £39,600Feb 25: Contracted ARR £39,600; Invoiced ARR £39,600Mar 25: Contracted ARR £39,600; Invoiced ARR £39,600Apr 25: Contracted ARR £44,100; Invoiced ARR £40,919May 25: Contracted ARR £44,100; Invoiced ARR £40,919Jun 25: Contracted ARR £44,100; Invoiced ARR £40,919Jul 25: Contracted ARR £48,500; Invoiced ARR £48,500Aug 25: Contracted ARR £48,500; Invoiced ARR £48,500Sep 25: Contracted ARR £48,500; Invoiced ARR £48,500Oct 25: Contracted ARR £48,500; Invoiced ARR £48,500Nov 25: Contracted ARR £48,500; Invoiced ARR £48,500Dec 25: Contracted ARR £48,500; Invoiced ARR £48,500Jan 26: Contracted ARR £48,500; Invoiced ARR £48,500Feb 26: Contracted ARR £48,500; Invoiced ARR £48,500Mar 26: Contracted ARR £48,500; Invoiced ARR £48,500Apr 26: Contracted ARR £48,500; Invoiced ARR £48,500May 26: Contracted ARR £48,500; Invoiced ARR £48,500Jun 26: Contracted ARR £48,500; Invoiced ARR £48,500Jul 26: Contracted ARR £0; Invoiced ARR £0

One point per month; the dot and figure at the right end are the latest value. Dashed upright lines mark dated events. Latest (Jul 26): Contracted ARR £0; Invoiced ARR £0. Basis: accounting system, facts.arr_monthly:org_164.

Show the figures as a table
MonthContracted ARRInvoiced ARR
Jul 24£39,600£39,600
Aug 24£39,600£39,600
Sep 24£39,600£39,600
Oct 24£39,600£39,600
Nov 24£39,600£39,600
Dec 24£39,600£39,600
Jan 25£39,600£39,600
Feb 25£39,600£39,600
Mar 25£39,600£39,600
Apr 25£44,100£40,919
May 25£44,100£40,919
Jun 25£44,100£40,919
Jul 25£48,500£48,500
Aug 25£48,500£48,500
Sep 25£48,500£48,500
Oct 25£48,500£48,500
Nov 25£48,500£48,500
Dec 25£48,500£48,500
Jan 26£48,500£48,500
Feb 26£48,500£48,500
Mar 26£48,500£48,500
Apr 26£48,500£48,500
May 26£48,500£48,500
Jun 26£48,500£48,500
Jul 26£0£0
Accountingmade from

Finance read

As at Fri 9 Oct 2026

Churned Jul 2026, all invoices paid

Standing Paid upARR Ended

Contracted ARR peaked at £48k and fell to £0 in Jul 2026 when the Growth renewal order form ended. The renewal deal closed lost on budget. All four invoices were paid within terms and nothing is owed.

  • Churned after the Growth order form ended on 24 Jul 2026
  • Renewal deal closed lost, reason budget
  • ARR peaked at £48k
  • All four invoices paid within terms
The analysis

Recurring revenue: ARR began with the Growth order form at £40k in Jul 2024. It rose by £4,500 in Apr 2025 and by £4,400 in Jul 2025, reaching £48k.

Next commitment: none. The last order form ended on 24 Jul 2026, and ARR dropped by £48k in Jul 2026. The CRM shows one record at former customer stage with £0 ARR, matching the invoiced run rate and the order forms.

Billing: INV-164-0001, INV-164-0002, INV-164-0003 and INV-164-0004 were all paid within terms. Nothing is overdue or disputed, and no credit note appears.

Deals: the new, expansion and first renewal deals closed won. The 2026 renewal deal closed lost on 24 Jun 2026 with the reason given as budget. Its owner, Tom Ashdown, is active in HR.

Made from 4 deals · 2 fact tables · 4 invoices

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

History by quarter

As at Fri 9 Oct 2026

Each earlier quarter in one AI digest of its calls, email threads, tickets and news, newest first; from 1 Jul 2026 the assessment reads every one of them itself.

  1. Q2 2026

    Q2 2026: Growth renewal, value questioned

    Penmaen's Growth renewal (£48k, ending 24 Jul 2026) was opened early. The CFO questioned value with about a quarter of forty licences in use, asked for options in writing, and made no decision. The champion has left.

    The analysis

    Renewal notice: On 24 Apr 2026 Marcus Bell gave formal notice of the Growth renewal at £48k, targeting agreement by 24 Jun 2026. CFO Huw Bevan said Cerys Llewellyn has moved on and asked what Penmaen would lose without the brain.

    First call: On 5 May 2026 Marcus reported eight or nine of forty licences active. Huw wanted a one-page usage case and another month of usage before deciding.

    Support: On 21 May 2026 Rhian Morgan built operator-filtered dashboards with Bethan's help, and the team was already using them.

    Value thread: On 2 Jun 2026 Huw replied that he wants to know who actually uses the brain. Marcus promised times and a view by user, team and connector.

    Second call: On 4 Jun 2026 active users were just under ten, up slightly. The team lead said the team would be back to spreadsheets without the brain, but gave no figure. Huw asked for options in writing and said he does not want to pay for forty and use ten.

    Events: Alice Brewer sent four invitations, to Ffion Rees, Huw, Rhian and Huw again. None has a reply.

    Open at the end: No renewal decision. Tom Ashdown owed written options and a confirmed paperwork figure; a downsize looks likely.

    Made from 2 calls · 6 email threads · 1 ticket

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

  2. Q1 2026

    Q1 2026: usage dip, then recovery

    Two check-in calls. On 8 Jan 2026 active users had fallen to about six against forty licensed and Cerys Llewellyn worried about the July renewal. By 11 Mar 2026 users were just under ten and she wanted to talk renewal early.

    The analysis

    Usage and value: on the 8 Jan 2026 call Marcus Bell showed average active users at about six against forty licensed on Growth, down roughly a third on the quarter before. There were no tickets in the last month and the connectors and data refresh were fine.

    Customer view in January: Cerys said her team asked whether they get their money's worth. She called it a habit problem, not a usefulness problem, and found the renewal story hard to tell upstairs.

    Agreed action: a half-hour session with the five or six account managers on their own data. Tom Ashdown was to take the renewal terms nearer the time.

    Recovery: on the 11 Mar 2026 call, active users were just under ten, up by about a quarter, with questions from several account managers. Cerys credited the team session and called renewal an easier conversation than in January.

    Commercial: both calls give the contract end as 24 Jul 2026, renewal date 25 Jul 2026, at £48k a year. The January call says this matches the order form and invoices.

    Open at the end: just under ten active users is still far from forty seats, and a few people have not logged in at all. Cerys asked about a renewals dashboard on Growth and wanted an early renewal conversation. Marcus was to pass that to Tom, and the outcome is not shown.

    Made from 2 calls

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

  3. Q4 2025

    Q4 2025: usage up, CFO asks for value case

    Five reads. The champion stayed positive and usage recovered, but at the 22 Dec 2025 QBR the CFO Huw Bevan questioned whether the Growth subscription earns its price before the Jul 2026 renewal. Use stays concentrated in a small group.

    The analysis

    Support: On 23 Oct 2025 Ffion reported questions missing from search. Olivia confirmed they were indexed and the cause was a filter setting, so no BG-Demo action was needed.

    People: On 28 Oct 2025 Marcus Bell told Cerys Llewellyn that active users and questions asked were up. Cerys agreed a check-in and said she would bring renewals questions, though she replied after two days and said it had been a busy week.

    Usage: At the 4 Nov 2025 check-in, daily active users were just under ten against 40 licensed users. Cerys was positive, but questions come mostly from her, Ffion and a couple of customer success managers, a key-person risk.

    Renewal: Cerys said Huw will want a usage case before the 24 Jul 2026 contract end. Marcus agreed to keep a running usage summary.

    People: On 15 Dec 2025 Cerys agreed to an early January QBR and asked for usage broken down by leisure operator.

    Value: At the 22 Dec 2025 QBR, daily active users were about eight, slightly down. Huw accepted payment is fine but wants evidence of value, and Cerys had no clean count of renewals spotted early.

    Open at the end: Huw asked for no renewal conversation yet and will decide on evidence in the spring. Marcus owes a one-page usage case in January, and the renewal date column on the dashboard still needs fixing. The renewal outcome is not shown.

    Made from 2 calls · 2 email threads · 1 ticket

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

  4. Q3 2025

    Q3 2025: renewal, then falling usage

    Renewal fell due on 25 Jul 2025 with Growth seats about a quarter used. Usage fell further by 15 Sep 2025. Cerys Llewellyn stayed supportive but warned finance would ask what the spend delivers. Enablement sessions were offered.

    The analysis

    Renewal: On 2 Jul 2025 Marcus Bell arranged a pre-renewal check-in. On 4 Jul 2025 Cerys Llewellyn said use was a habit issue, with just under ten average active users against 40 licensed.

    Follow-up: On 7 Jul 2025 Marcus sent notes and Cerys asked for a usage summary to pass to Huw, who wants to see who is using it before he signs. On 11 Jul 2025 invoice INV-164-0004 was issued at net £48k, due 10 Aug 2025, and the PO number was requested with no reply.

    Support: A usage ticket was resolved on 18 Jul 2025 after a name split was merged. A high priority date filter ticket from 17 Jul 2025 was solved on 7 Aug 2025. A blank dashboard widget on 22 Jul 2025 was fixed by a browser refresh.

    Usage dip: On 5 Sep 2025 Cerys reported adoption had dropped, and support suggested training and weekly digests. On 15 Sep 2025 Marcus showed about seven of 40 active users. Cerys said she is not unhappy with the brain, but finance will ask what they get if usage stays low.

    Other: On 16 Sep 2025 Cerys accepted a session on per-operator views. On 17 Sep 2025 a connector question suggested the customer is adding a source. Alice Brewer's roundtable invitation to Huw Bevan, the CFO, drew no reply.

    Open at the end: The usage breakdown, the working session and the value case were still owed. The renewal on 25 Jul 2026 and the price were unresolved.

    Made from 2 calls · 6 email threads · 4 tickets

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

  5. Q2 2025

    Q2 2025: CFO wants usage proof before renewal

    Penmaen's Growth expansion was agreed in principle, but CFO Huw Bevan kept asking who uses the brain. Renewal paperwork at £48k against £44k contracted stayed unsigned and unexplained at quarter end.

    The analysis

    Expansion: On 1 Apr 2025 Huw Bevan challenged adoption on the negotiation call, saying headroom is a polite word for unused. Cerys Llewellyn said the team were happy to go ahead on 2 Apr 2025, at a provisional £1,319.

    Expansion order form: Tom Ashdown sent it on 4 Apr 2025 for signature by 8 Apr 2025. The evidence does not show a signature. Invoice INV-164-0003 for £1,319 net followed on 9 Apr 2025, with Rachel Dunmore asking Dylan Price for a PO number.

    Renewal: On 25 Apr 2025 Marcus Bell gave notice that the Growth term ends on 24 Jul 2025. Huw asked what would be lost without renewal, a value question rather than a price objection.

    Calls: On 7 May 2025 and 9 Jun 2025 Tom quoted £44k against a CRM renewal deal of £48k and could not explain the gap. Dylan wants it in writing. Usage was just under nine to about nine of forty licensed.

    QBR: On 20 Jun 2025 Ffion Rees said the weekly pack used to take most of a morning. Huw asked for a one-pager and whether use is too concentrated. Dashboards were barely used.

    Outreach: Sofia Marchetti invited Huw to a roundtable and a Customer Day, and Owain Jenkins to the Customer Day. No replies are shown.

    Open at the end: On 26 Jun 2025 Huw would not sign the £48k renewal form until he saw the usage summary. The usage summary, the price explanation and the signature were all outstanding.

    Made from 4 calls · 9 email threads · 1 ticket

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

  6. Q1 2025

    Q1 2025: Growth expansion held by CFO

    Penmaen Software stayed positive and cooperative, with usage rising to about ten of forty licensed users. A £1,319 Growth expansion was proposed, but CFO Huw Bevan held back pending usage evidence. Renewal date stayed 25 Jul 2025.

    The analysis

    Check-in: on the 16 Jan 2025 call Cerys Llewellyn admitted the other managers were not yet using B-Viz. She expected Huw Bevan to ask for a usage case ahead of the 25 Jul 2025 renewal.

    Support: tickets in the quarter were routine. A connector fault on 13 Feb 2025 was traced to a source-side permission, fixed by Rhian Morgan's IT team and closed.

    Support: how-to tickets covered dashboard export on 24 Jan 2025, an SLA dashboard on 6 Feb 2025, multi-location search on 12 Feb 2025 and bulk user invitation on 28 Feb 2025. Ffion's request to invite five users was read as an upsell signal.

    Expansion: Tom Ashdown offered a walkthrough on 24 Feb 2025 and presented the proposal on the 3 Mar 2025 call. The £1,319 is the whole value of the deal, not an annual figure.

    Expansion: Huw would not commit. On 5 Mar 2025 he asked who uses current seats and wanted another month of usage, so the proposal stayed open with an expected close of 8 Apr 2025.

    Check-in: on the 19 Mar 2025 call usage was about ten active users, up around a third on the quarter. Cerys was pleased not to have to chase on tickets and asked for a renewals view by operator on 20 Mar 2025.

    Open at the end: the proposal was unsigned and a one-page usage report for Huw was owed. A dashboard slowdown reported on 12 Mar 2025 had no resolution shown. Renewal price sat with Tom.

    Made from 3 calls · 5 email threads · 5 tickets

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

  7. Q4 2024

    Q4 2024: adoption growing, CFO wants a case

    Nine reads. Training and the 28 Nov 2024 check-in were positive, with use rising. At the 30 Dec 2024 QBR the CFO, Huw Bevan, questioned six or seven active users against forty seats and wants a usage case before the July 2025 renewal.

    The analysis

    Training: On 7 Oct 2024 Callie Brennan trained Rhian Morgan on chat, search, pages and the dashboards builder. Rhian built dashboards and was positive, but only a handful of the forty licensed users were active.

    People: On 3 Oct 2024 Sofia Marchetti invited Owain Jenkins, Head of IT, to a webinar. The thread shows no reply.

    Support: On 27 Nov 2024 Rhian reported a new user denied access after accepting a Snowflake invite. Bethan fixed it with a manual user refresh in the brain settings.

    Check-in: On 28 Nov 2024 Marcus Bell reviewed usage with Cerys Llewellyn: active users averaged about eight, one how-to ticket, invoices all paid. Cerys wants a weekly digest to replace her Monday helpdesk export, and Rhian still asks the most questions.

    Follow-up: In the 29 Nov 2024 recap Cerys asked for renewals and tickets side by side per leisure operator, with no route confirmed. On 24 Dec 2024 Marcus asked for January QBR dates, with no reply shown.

    Renewal: At the QBR on 30 Dec 2024 Huw challenged adoption and asked what the company would lose if it stopped. Tom Ashdown quoted Growth at £40k a year, to be confirmed against the order form; renewal is 25 Jul 2025.

    Open at the end: Marcus owes a January training session and a one-page usage summary for Huw. Tom must confirm the price, and the per-operator view, the weekly digest and Owain's engagement are unresolved.

    Made from 4 calls · 4 email threads · 1 ticket

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

  8. Q3 2024

    Q3 2024: Growth signed and onboarded

    Penmaen signed the Growth order form in July 2024 and onboarded through August and September. Helpdesk and CRM connectors went green, operator mapping was the main issue, and usage stayed at two people by 11 Sep 2024.

    The analysis

    Signing: On 9 Jul 2024 Huw Bevan said the Growth order form at £52k matched what was agreed. The 12 Jul 2024 invoice was net £12k and the 25 Jul 2024 subscription invoice net £40k; the evidence does not show payment.

    Kickoff: The 31 Jul 2024 kickoff, run by Callie Brennan, planned helpdesk, CRM and usage sources. Ffion Rees, the sole admin, said she was nervous about running it.

    Onboarding: On 15 Aug 2024 helpdesk and usage data loaded, but the CRM waited on an integration user. On 20 Aug 2024 Cerys Llewellyn said finance had asked what the annual fee buys, and accepted questions asked as the measure.

    Mapping: On 28 Aug 2024 all three sources loaded in the test area, but a third of operators were unmatched. Cerys liked the first answers and a second admin was found.

    Adoption: On 4 Sep 2024 Cerys chose a deliberate start of two users on forty licensed. On 11 Sep 2024 both connectors were green and usage was still Cerys and Ffion.

    Support: Three tickets were routine: a provisioning fix, a roles question and dashboard help.

    Open at the end: CRM access, operator duplicates, Ffion's single-admin dependency and Marcus Bell's written Growth response times.

    Made from 8 calls · 10 email threads · 3 tickets

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

  9. Q2 2024

    Q2 2024: Growth deal stalls on CFO proof

    Discovery, demo, proposal and negotiation for Growth at £52k all-in. Cerys Llewellyn championed it. CFO Huw Bevan accepted the number if he sees a use case, but did not commit. Close of 11 Jul 2024 was a plan only.

    The analysis

    Discovery: On 3 May 2024 Tom Ashdown asked Cerys Llewellyn for a first conversation, and she described needing three spreadsheets to see which customers are at the edge. The 9 May 2024 discovery call followed, where CFO Huw Bevan asked about adoption and overhead and committed to nothing.

    Pricing: On the 9 May 2024 call Tom gave Growth at £52k all-in, implementation included, as a verbal estimate and a total, not a yearly figure.

    Demo: On 28 May 2024 Hannah Lowe demoed Growth on Penmaen's own extracts. Cerys agreed to start with three connectors and wanted a usage case for Huw; security detail was promised in writing.

    Proposal: Cerys said on 4 Jun 2024 that sign-off goes past the chief executive. On the 11 Jun 2024 call Huw gave no answer and asked about contract length and exit; his 12 Jun 2024 email asked who would use it and said not to rush.

    Negotiation: On 27 Jun 2024 Huw said he had no problem with the number if he could see the case. He wants the split, a quarterly option and a one-page value case, and Owen Tallis noted any discount sits in the first term only.

    Open at the end: No signature or order form is shown. The 11 Jul 2024 close was only a target, Cerys owes Huw her value page, and the proof of the one-page operator view is still needed.

    Made from 4 calls · 4 email threads

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

  10. Q4 2023

    Q4 2023: one webinar invitation, no reply

    One read in the period: on 4 Nov 2023 Nell Ashcombe invited Rhian Morgan to a customer webinar on 16 Nov 2023. The thread holds no customer response, so interest is not shown.

    The analysis

    This period holds one read, an email thread, and nothing else.

    Invitation: on 4 Nov 2023 Nell Ashcombe invited Rhian Morgan to a BG-Demo webinar on Thursday 16 Nov 2023. The topic was customer success, sales and finance asking questions of the same data layer.

    Ask: Nell suggested Rhian forward the invitation to colleagues who look after renewals. She asked for a reply so joining details could be sent.

    Customer view: the thread has no customer response, so the evidence does not show interest, attendance or any commitment. The read rates sentiment as neutral and the importance as neutral.

    Open at the end: no reply from Rhian is on record. The read notes that attendance could open a discovery conversation with customer success and renewals staff, but this is only a possibility.

    Made from 1 email thread

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

Platform usage

Updated 9 Oct 26
Active users · Jul 26
32level vs 3 months earlierof 40 included on the tier
Questions asked · Jul 26
1,320down 214 vs 3 months earlier
Connectors configured · Jul 26
10level vs 3 months earlierof 8 included on the tier
Active admins · Jul 26
1level vs 3 months earlier
Data volume · Jul 26
11.1 GBup 0.1 GB vs 3 months earlier
Active users and questions · monthlyUpdated 09 Oct 26
CSV
Left axisActive usersLicensed seatsIncluded users (40)Right axisQuestions asked
00201,000402,000Jul 24Oct 24Jan 25Apr 25Jul 25Oct 25Jan 26Apr 26Jul 26Included users (40)40321,320Jul 24: Active users 4; Licensed seats 40; Questions asked 31Aug 24: Active users 14; Licensed seats 40; Questions asked 171Sep 24: Active users 22; Licensed seats 40; Questions asked 621Oct 24: Active users 26; Licensed seats 40; Questions asked 1,133Nov 24: Active users 30; Licensed seats 40; Questions asked 1,192Dec 24: Active users 33; Licensed seats 40; Questions asked 1,072Jan 25: Active users 33; Licensed seats 40; Questions asked 1,453Feb 25: Active users 33; Licensed seats 40; Questions asked 1,419Mar 25: Active users 33; Licensed seats 40; Questions asked 1,528Apr 25: Active users 33; Licensed seats 40; Questions asked 1,299May 25: Active users 33; Licensed seats 40; Questions asked 1,487Jun 25: Active users 33; Licensed seats 40; Questions asked 1,447Jul 25: Active users 33; Licensed seats 40; Questions asked 1,518Aug 25: Active users 33; Licensed seats 40; Questions asked 858Sep 25: Active users 33; Licensed seats 40; Questions asked 1,544Oct 25: Active users 33; Licensed seats 40; Questions asked 1,695Nov 25: Active users 33; Licensed seats 40; Questions asked 1,366Dec 25: Active users 33; Licensed seats 40; Questions asked 1,150Jan 26: Active users 33; Licensed seats 40; Questions asked 1,454Feb 26: Active users 33; Licensed seats 40; Questions asked 1,391Mar 26: Active users 33; Licensed seats 40; Questions asked 1,579Apr 26: Active users 32; Licensed seats 40; Questions asked 1,340May 26: Active users 32; Licensed seats 40; Questions asked 1,316Jun 26: Active users 32; Licensed seats 40; Questions asked 1,534Jul 26: Active users 32; Licensed seats 40; Questions asked 1,320

Questions asked are read on the right axis, on their own scale, and users on the left: questions run to thousands a month where users run to hundreds. The dotted line is the allowance. Latest (Jul 26): Active users 32; Licensed seats 40; Questions asked 1,320. Basis: product usage, facts.usage_monthly:org_164, signals:org_164.

Show the figures as a table
MonthActive usersLicensed seatsQuestions asked
Jul 2444031
Aug 241440171
Sep 242240621
Oct 2426401,133
Nov 2430401,192
Dec 2433401,072
Jan 2533401,453
Feb 2533401,419
Mar 2533401,528
Apr 2533401,299
May 2533401,487
Jun 2533401,447
Jul 2533401,518
Aug 253340858
Sep 2533401,544
Oct 2533401,695
Nov 2533401,366
Dec 2533401,150
Jan 2633401,454
Feb 2633401,391
Mar 2633401,579
Apr 2632401,340
May 2632401,316
Jun 2632401,534
Jul 2632401,320
Connectors, admins and data volume · monthlyUpdated 09 Oct 26
CSV
Left axisConnectors configuredActive adminsIncluded connectors (8)Right axisData volume
00.0 GB56.0 GB1012.0 GBJul 24Nov 24Mar 25Jul 25Nov 25Mar 26Jul 26Included connectors (8)1011.1 GB1Jul 24: Connectors configured 0; Active admins 1; Data volume 0.00 GBAug 24: Connectors configured 4; Active admins 2; Data volume 3.05 GBSep 24: Connectors configured 5; Active admins 2; Data volume 3.88 GBOct 24: Connectors configured 5; Active admins 2; Data volume 3.96 GBNov 24: Connectors configured 6; Active admins 2; Data volume 4.84 GBDec 24: Connectors configured 6; Active admins 2; Data volume 4.94 GBJan 25: Connectors configured 6; Active admins 2; Data volume 5.03 GBFeb 25: Connectors configured 6; Active admins 2; Data volume 5.11 GBMar 25: Connectors configured 6; Active admins 2; Data volume 5.20 GBApr 25: Connectors configured 6; Active admins 2; Data volume 5.29 GBMay 25: Connectors configured 8; Active admins 2; Data volume 7.18 GBJun 25: Connectors configured 9; Active admins 2; Data volume 8.21 GBJul 25: Connectors configured 10; Active admins 2; Data volume 9.28 GBAug 25: Connectors configured 10; Active admins 2; Data volume 9.43 GBSep 25: Connectors configured 10; Active admins 2; Data volume 9.58 GBOct 25: Connectors configured 10; Active admins 2; Data volume 9.73 GBNov 25: Connectors configured 10; Active admins 2; Data volume 9.88 GBDec 25: Connectors configured 10; Active admins 2; Data volume 10.04 GBJan 26: Connectors configured 10; Active admins 2; Data volume 10.19 GBFeb 26: Connectors configured 10; Active admins 2; Data volume 10.33 GBMar 26: Connectors configured 10; Active admins 2; Data volume 10.48 GBApr 26: Connectors configured 10; Active admins 1; Data volume 10.63 GBMay 26: Connectors configured 10; Active admins 1; Data volume 10.78 GBJun 26: Connectors configured 10; Active admins 1; Data volume 10.93 GBJul 26: Connectors configured 10; Active admins 1; Data volume 11.05 GB

Data volume is read on the right axis, in GB, and connectors and admins on the left, as counts: one scale would flatten the counts. The dotted line is the allowance. Latest (Jul 26): Connectors configured 10; Active admins 1; Data volume 11.1 GB. Basis: product usage, facts.usage_monthly:org_164, signals:org_164.

Show the figures as a table
MonthConnectors configuredActive adminsData volume
Jul 24010.00 GB
Aug 24423.05 GB
Sep 24523.88 GB
Oct 24523.96 GB
Nov 24624.84 GB
Dec 24624.94 GB
Jan 25625.03 GB
Feb 25625.11 GB
Mar 25625.20 GB
Apr 25625.29 GB
May 25827.18 GB
Jun 25928.21 GB
Jul 251029.28 GB
Aug 251029.43 GB
Sep 251029.58 GB
Oct 251029.73 GB
Nov 251029.88 GB
Dec 2510210.04 GB
Jan 2610210.19 GB
Feb 2610210.33 GB
Mar 2610210.48 GB
Apr 2610110.63 GB
May 2610110.78 GB
Jun 2610110.93 GB
Jul 2610111.05 GB

Usage read

As at Fri 9 Oct 2026

Usage ended July 2026

Direction Ended

Usage has ended. Nothing was reported after 24 Jul 2026, and 11 of the 13 weeks have no questions. The last active week had 392 questions, and the tenant is churned with no live order form.

  • Last usage 24 Jul 2026
  • 11 of 13 weeks with no questions
  • Most platform users deactivated on 24 Jul 2026
  • No live order form
The analysis

Recent weeks: the week ending 24 Jul 2026 was the busiest of the 13, with 392 questions and 10.3 average daily active users. No usage was reported in the 11 weeks after, to 9 Oct 2026.

Trend: usage was steady until it stopped. July 2026 had 1,320 questions, against a 12-month peak of 1,695 in October 2025, and the 33 active users of March 2026 had slipped to 32.

Who uses it: Ffion Rees was the only admin active in September 2026. Imran Whitfield asked 1,436 questions (10%) over the last 12 months and Ffion 1,192 (8%). Most contacts, including Huw Bevan, were deactivated on 24 Jul 2026, and Cerys Llewellyn on 23 Mar 2026.

Against the order form: there is no live order form. September 2026 shows 32 active users against 40 licensed users and 10 connectors configured.

Made from 2 fact tables

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

Documents

Updated 9 Oct 26

19 documents in 6 folders; 4 drafts hang on their executed paper. All documents

  • commercial
  • delivery
  • presales

Size is importance: state 40%, category 20%, recency 25% (18-month half-life on the as-of date) and usage 15%. There are no view counts: usage means how many of our own analyses cite the document, saturating at 5. A draft hangs on the executed or issued document it drafts for, in the same folder. A draft with nothing executed behind it stays a small leaf on its own.

Folders and documents as a list
Documentsmade from

Open deals

No open deals.

Open tickets

No open tickets.

Helpdeskmade from

Activity

Contacts

Evidence trail

Updated 9 Oct 26
Key
  • Source rows
  • Raw things
  • People
  • Organisation
  • Organisation AI
  • Pages
  • AI-written record (ring)
  • AI record not written yet
  • belongs to the organisation (one line per group)
  • Size: how many records a group holds
  • Columns, left to right: Source rows, Raw things, AI summaries, People, Organisation, Organisation AI, Narratives, Pages

Penmaen Software's pages are written from 3 organisation-level AI texts (assessment / next steps), 10 period digests and 1 narrative-level AI text, which in turn draw on 115 AI summaries of 123 raw things (calls, tickets, emails, news), 1 usage read, 1 finance read, 14 people (14 with an AI write-up) and 5 staff (0 with an AI write-up), shown on 15 pages.

The trail as a list (block, record, entity, raw row)
  • Activity page block
  • AI opinion page block
    • Penmaen Software lost AI record
      • Penmaen Software: no paper after 24 Jul 2026 AI record
      • Churned Jul 2026, all invoices paid AI record
        • Penmaen Software – New entity
          • Penmaen Software entity
            • accounting/customers.csv org_164 raw row
            • crm/companies.csv org_164 raw row
            • product_analytics/tenants.csv org_164 raw row
          • contracts/order_form_lines.csv ctr_164_01:1 raw row
          • contracts/order_form_lines.csv ctr_164_01:2 raw row
          • contracts/order_forms.csv ctr_164_01 raw row
          • crm/deal_line_items.csv deal_164_01:1 raw row
          • crm/deal_line_items.csv deal_164_01:2 raw row
          • +7 more
        • Penmaen Software – Expansion entity
          • Penmaen Software entity
            • accounting/customers.csv org_164 raw row
            • crm/companies.csv org_164 raw row
            • product_analytics/tenants.csv org_164 raw row
          • contracts/order_form_lines.csv ctr_164_02:1 raw row
          • contracts/order_forms.csv ctr_164_02 raw row
          • crm/deal_line_items.csv deal_164_02:1 raw row
          • crm/deal_stage_history.csv deal_164_02:1 raw row
          • crm/deal_stage_history.csv deal_164_02:2 raw row
          • +3 more
        • Penmaen Software – Renewal entity
          • Penmaen Software entity
            • accounting/customers.csv org_164 raw row
            • crm/companies.csv org_164 raw row
            • product_analytics/tenants.csv org_164 raw row
          • contracts/order_form_lines.csv ctr_164_03:1 raw row
          • contracts/order_form_lines.csv ctr_164_03:2 raw row
          • contracts/order_forms.csv ctr_164_03 raw row
          • crm/deal_line_items.csv deal_164_03:1 raw row
          • crm/deal_line_items.csv deal_164_03:2 raw row
          • +5 more
        • Penmaen Software – Renewal entity
          • Penmaen Software entity
            • accounting/customers.csv org_164 raw row
            • crm/companies.csv org_164 raw row
            • product_analytics/tenants.csv org_164 raw row
          • crm/deal_stage_history.csv deal_164_04:1 raw row
          • crm/deal_stage_history.csv deal_164_04:2 raw row
          • crm/deal_stage_history.csv deal_164_04:3 raw row
          • crm/deal_stage_history.csv deal_164_04:4 raw row
          • crm/deals.csv deal_164_04 raw row
        • facts.arr_monthly:org_164 facts table
          • Penmaen Software – New entity
            • Penmaen Software entity
              • accounting/customers.csv org_164 raw row
              • crm/companies.csv org_164 raw row
              • product_analytics/tenants.csv org_164 raw row
            • contracts/order_form_lines.csv ctr_164_01:1 raw row
            • contracts/order_form_lines.csv ctr_164_01:2 raw row
            • contracts/order_forms.csv ctr_164_01 raw row
            • crm/deal_line_items.csv deal_164_01:1 raw row
            • crm/deal_line_items.csv deal_164_01:2 raw row
            • +7 more
          • Penmaen Software – Expansion entity
            • Penmaen Software entity
              • accounting/customers.csv org_164 raw row
              • crm/companies.csv org_164 raw row
              • product_analytics/tenants.csv org_164 raw row
            • contracts/order_form_lines.csv ctr_164_02:1 raw row
            • contracts/order_forms.csv ctr_164_02 raw row
            • crm/deal_line_items.csv deal_164_02:1 raw row
            • crm/deal_stage_history.csv deal_164_02:1 raw row
            • crm/deal_stage_history.csv deal_164_02:2 raw row
            • +3 more
          • Penmaen Software – Renewal entity
            • Penmaen Software entity
              • accounting/customers.csv org_164 raw row
              • crm/companies.csv org_164 raw row
              • product_analytics/tenants.csv org_164 raw row
            • contracts/order_form_lines.csv ctr_164_03:1 raw row
            • contracts/order_form_lines.csv ctr_164_03:2 raw row
            • contracts/order_forms.csv ctr_164_03 raw row
            • crm/deal_line_items.csv deal_164_03:1 raw row
            • crm/deal_line_items.csv deal_164_03:2 raw row
            • +5 more
          • Penmaen Software – Renewal entity
            • Penmaen Software entity
              • accounting/customers.csv org_164 raw row
              • crm/companies.csv org_164 raw row
              • product_analytics/tenants.csv org_164 raw row
            • crm/deal_stage_history.csv deal_164_04:1 raw row
            • crm/deal_stage_history.csv deal_164_04:2 raw row
            • crm/deal_stage_history.csv deal_164_04:3 raw row
            • crm/deal_stage_history.csv deal_164_04:4 raw row
            • crm/deals.csv deal_164_04 raw row
          • INV-164-0001 entity
            • Penmaen Software entity
              • accounting/customers.csv org_164 raw row
              • crm/companies.csv org_164 raw row
              • product_analytics/tenants.csv org_164 raw row
            • accounting/invoice_lines.csv inv_164_001:1 raw row
            • accounting/invoices.csv inv_164_001 raw row
            • accounting/payments.csv pay_164_001 raw row
          • INV-164-0002 entity
            • Penmaen Software entity
              • accounting/customers.csv org_164 raw row
              • crm/companies.csv org_164 raw row
              • product_analytics/tenants.csv org_164 raw row
            • accounting/invoice_lines.csv inv_164_002:1 raw row
            • accounting/invoices.csv inv_164_002 raw row
            • accounting/payments.csv pay_164_002 raw row
          • +2 more
        • facts.reconciliation_t0:org_164 facts table
          • Penmaen Software – New entity
            • Penmaen Software entity
              • accounting/customers.csv org_164 raw row
              • crm/companies.csv org_164 raw row
              • product_analytics/tenants.csv org_164 raw row
            • contracts/order_form_lines.csv ctr_164_01:1 raw row
            • contracts/order_form_lines.csv ctr_164_01:2 raw row
            • contracts/order_forms.csv ctr_164_01 raw row
            • crm/deal_line_items.csv deal_164_01:1 raw row
            • crm/deal_line_items.csv deal_164_01:2 raw row
            • +7 more
          • Penmaen Software – Expansion entity
            • Penmaen Software entity
              • accounting/customers.csv org_164 raw row
              • crm/companies.csv org_164 raw row
              • product_analytics/tenants.csv org_164 raw row
            • contracts/order_form_lines.csv ctr_164_02:1 raw row
            • contracts/order_forms.csv ctr_164_02 raw row
            • crm/deal_line_items.csv deal_164_02:1 raw row
            • crm/deal_stage_history.csv deal_164_02:1 raw row
            • crm/deal_stage_history.csv deal_164_02:2 raw row
            • +3 more
          • Penmaen Software – Renewal entity
            • Penmaen Software entity
              • accounting/customers.csv org_164 raw row
              • crm/companies.csv org_164 raw row
              • product_analytics/tenants.csv org_164 raw row
            • contracts/order_form_lines.csv ctr_164_03:1 raw row
            • contracts/order_form_lines.csv ctr_164_03:2 raw row
            • contracts/order_forms.csv ctr_164_03 raw row
            • crm/deal_line_items.csv deal_164_03:1 raw row
            • crm/deal_line_items.csv deal_164_03:2 raw row
            • +5 more
          • Penmaen Software – Renewal entity
            • Penmaen Software entity
              • accounting/customers.csv org_164 raw row
              • crm/companies.csv org_164 raw row
              • product_analytics/tenants.csv org_164 raw row
            • crm/deal_stage_history.csv deal_164_04:1 raw row
            • crm/deal_stage_history.csv deal_164_04:2 raw row
            • crm/deal_stage_history.csv deal_164_04:3 raw row
            • crm/deal_stage_history.csv deal_164_04:4 raw row
            • crm/deals.csv deal_164_04 raw row
          • INV-164-0001 entity
            • Penmaen Software entity
              • accounting/customers.csv org_164 raw row
              • crm/companies.csv org_164 raw row
              • product_analytics/tenants.csv org_164 raw row
            • accounting/invoice_lines.csv inv_164_001:1 raw row
            • accounting/invoices.csv inv_164_001 raw row
            • accounting/payments.csv pay_164_001 raw row
          • INV-164-0002 entity
            • Penmaen Software entity
              • accounting/customers.csv org_164 raw row
              • crm/companies.csv org_164 raw row
              • product_analytics/tenants.csv org_164 raw row
            • accounting/invoice_lines.csv inv_164_002:1 raw row
            • accounting/invoices.csv inv_164_002 raw row
            • accounting/payments.csv pay_164_002 raw row
          • +3 more
        • +5 more
      • Salesforce connector API auth failure AI record
        • Penmaen Software entity
          • accounting/customers.csv org_164 raw row
          • crm/companies.csv org_164 raw row
          • product_analytics/tenants.csv org_164 raw row
        • Salesforce connector has stopped syncing entity
          • Penmaen Software entity
            • accounting/customers.csv org_164 raw row
            • crm/companies.csv org_164 raw row
            • product_analytics/tenants.csv org_164 raw row
          • helpdesk/ticket_events.csv tkt_164_0017:1 raw row
          • helpdesk/ticket_events.csv tkt_164_0017:2 raw row
          • helpdesk/ticket_events.csv tkt_164_0017:3 raw row
          • helpdesk/ticket_events.csv tkt_164_0017:4 raw row
          • helpdesk/tickets.csv tkt_164_0017 raw row
      • Duplicate operator records after migration AI record
        • Penmaen Software entity
          • accounting/customers.csv org_164 raw row
          • crm/companies.csv org_164 raw row
          • product_analytics/tenants.csv org_164 raw row
        • Duplicate operator records after CRM migration entity
          • Penmaen Software entity
            • accounting/customers.csv org_164 raw row
            • crm/companies.csv org_164 raw row
            • product_analytics/tenants.csv org_164 raw row
          • helpdesk/ticket_events.csv tkt_164_0018:1 raw row
          • helpdesk/ticket_events.csv tkt_164_0018:2 raw row
          • helpdesk/ticket_events.csv tkt_164_0018:3 raw row
          • helpdesk/ticket_events.csv tkt_164_0018:4 raw row
          • helpdesk/ticket_events.csv tkt_164_0018:5 raw row
          • +2 more
      • Penmaen Software entity
        • accounting/customers.csv org_164 raw row
        • crm/companies.csv org_164 raw row
        • product_analytics/tenants.csv org_164 raw row
      • Q4 2023: one webinar invitation, no reply AI record
      • +26 more
  • ARR journey page block
    • facts.arr_monthly:org_164 facts table
      • Penmaen Software – New entity
        • Penmaen Software entity
          • accounting/customers.csv org_164 raw row
          • crm/companies.csv org_164 raw row
          • product_analytics/tenants.csv org_164 raw row
        • contracts/order_form_lines.csv ctr_164_01:1 raw row
        • contracts/order_form_lines.csv ctr_164_01:2 raw row
        • contracts/order_forms.csv ctr_164_01 raw row
        • crm/deal_line_items.csv deal_164_01:1 raw row
        • crm/deal_line_items.csv deal_164_01:2 raw row
        • +7 more
      • Penmaen Software – Expansion entity
        • Penmaen Software entity
          • accounting/customers.csv org_164 raw row
          • crm/companies.csv org_164 raw row
          • product_analytics/tenants.csv org_164 raw row
        • contracts/order_form_lines.csv ctr_164_02:1 raw row
        • contracts/order_forms.csv ctr_164_02 raw row
        • crm/deal_line_items.csv deal_164_02:1 raw row
        • crm/deal_stage_history.csv deal_164_02:1 raw row
        • +3 more
      • +2 more
  • AI facts page block
    • Contacts page block
      • +9 more
    • Open deals (computed from the records; nothing to show yet) page block
      • Documents page block
        • +13 more
      • Finance read page block
        • hero page block
          • History by quarter page block
            • +4 more
          • Key facts page block
            • Evidence trail page block
              • The story page block
                • Next step page block
                  • Open tickets (computed from the records; nothing to show yet) page block
                    • Profile page block
                      • Sources page block
                        • Platform usage page block
                          • Usage read page block
                            Computedmade from
                            Sources AI · Accounting · Calls · Contracts · CRM · Documents · Events · Support · Email · Usage

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

                            Help & Support

                            Open as a page

                            Help & Support

                            B-Viz 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
                            Organisations300
                            People at customers1,880
                            BG-Demo staff records (in post and leavers)65
                            Calls2,593
                            Email threads3,882
                            Support tickets1,502
                            Documents1,582
                            Deals403
                            Invoices365
                            Events49
                            News items147

                            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-Viz is the tool that reads its data.

                            Who to contact

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

                            Help

                            Ask B

                            B-Viz · read-only