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Dunholm Precision

At risk£51kRenews 1 Dec 26Proposal · £58k/yr

AI facts

As at Fri 9 Oct 2026

Dunholm Precision holds a Growth order form signed 10 Nov 2025 at £51k a year for 60 licensed users, running 1 Dec 2025 to 30 Nov 2026. In September 2026 it had 38 active users and 1,086 questions asked, with six connectors. An unsigned renewal proposal dated 24 Sep 2026 and the open renewal deal both carry £58k, against a price-book renewal price of £50k. The CRM shows £58k across two records, one a duplicate. Ruth Ackroyd's platform user was deactivated on 29 Jun 2026.

Read from 27 calls · 43 email threads · 11 tickets · 4 deals · 14 people · 19 documents, newest 24 Sep 26

Profile

Updated 9 Oct 26
  • IndustryManufacturingSource: CRM company record
  • Websitedunholm.exampleSource: CRM company record
  • CountryUnited KingdomSource: CRM company record · CRM code GB · Region UK
  • HQ citySheffieldSource: CRM company record
  • Size520 employeesSource: CRM company record
  • CRM ownerTom AshdownSource: CRM company record · Account Executive · CSM Daniel Okafor
  • Customer since1 Dec 2024Source: first executed order form ctr_018_01, signed 25 Oct 2024 · Growth tier · In the CRM since 22 May 2024
  • TypeCustomerdiffersSource: contracts and invoices (signals) · CRM stage customer · 2 CRM records (org_018, org_018_dup) · The sources disagree
  • StateAt riskSource: AI assessment · As at Fri 9 Oct 2026 · written 21 Oct 2026

AI opinion

As at Fri 9 Oct 2026

At risk: renewal is 53 days away and Stuart Kenyon will sign only if Ruth Ackroyd confirms value, yet her user was deactivated on 29 Jun 2026. He refuses to pay more for falling use, and only one admin remains. September's recovery in questions supports a right-sized renewal.

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

Key facts

Updated 9 Oct 26
  • Contracted ARR£51,000differsSource: executed order form ctr_018_03, 1 Dec 2025 to 30 Nov 2026 · CRM £58,000 over 2 CRM records (org_018, org_018_dup) · Invoiced run rate £51,000 · As of 9 Oct 2026 · The sources disagree
  • Next renewal1 Dec 2026Basis: order form ctr_018_03 ends 30 Nov 2026 · In 53 days · Renewal price £50,000 (-2%) · list price of the tier on the renewal date (price book); v1 prices and first-term discounts end at renewal
  • Term1 Dec 2025 to 30 Nov 2026Source: order form ctr_018_03 (renewal), signed 10 Nov 2025 · Billed annually · 60 seats, 8 connectors
  • TierGrowthSource: the current order form
  • Open dealProposal · £58,000Source: CRM deal Dunholm Precision – Renewal · renewal deal · Expected close 9 Nov 2026 · Owner Tom Ashdown
  • Last contact17 Sep 2026Call: Dunholm Precision / BG-Demo – Renewal · 22 days before 9 Oct 2026
  • Tenanteu-west-1Source: product analytics, reporting since Dec 2024 · 6 connectors configured
  • Licensed seats6038 active users in Sep 2026 · Order form ctr_018_03: 60 seats
Computedmade from

Next step

As at Fri 9 Oct 2026
What
Tom Ashdown sends Karen Midgley and Stuart Kenyon a written Growth renewal at the £50k price-book figure, replacing the unsigned £58k proposal, together with Daniel Okafor's one-page value summary. At-risk save
Who
Tom Ashdown Tom Ashdown
When
This week by 9 Oct 2026
Why
Tom Ashdown should replace the unsigned £58k proposal with a written renewal price at the £50k price-book figure, sent with Daniel Okafor's one-page value summary before the 27 Oct 2026 QBR. Stuart Kenyon will not pay more for falling use, and Karen Midgley cannot budget yet.

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

The story

As at Fri 9 Oct 2026
At risk

At risk: Growth renewal on 1 Dec 2026 at £51k a year, with an unsigned £58k proposal, champion Ruth Ackroyd's user deactivated on 29 Jun 2026, one admin left and Stuart Kenyon refusing to pay more for less use.

At risk: Dunholm Precision's executed Growth order form sets £51k a year to 30 Nov 2026, renewing 1 Dec 2026. The unsigned proposal and open renewal deal sit at £58k.

Active users moved from 39 to 38 (-3%) between May and Sep 2026 while questions rose from 978 to 1,086 (11%). Sarah Kaur asks 19% of questions, Nathan Booth is the only active admin and champion Ruth Ackroyd's user was deactivated on 29 Jun 2026.

On the 17 Sep 2026 call Stuart Kenyon said he will not pay more for something people use less; Karen Midgley wants any increase explained before budgeting. That objection, with no champion to vouch for value, is the main risk.

Tom Ashdown should send Karen and Stuart a written renewal at the £50k price-book figure by 9 Oct 2026, with Daniel Okafor's one-page value summary, ahead of the 27 Oct 2026 QBR.

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£30k£60kJan 25May 25Sep 25Jan 26May 26Sep 26newexpansionexpansion£51k£51kDec 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 £39,600; Invoiced ARR £39,600May 25: Contracted ARR £39,600; Invoiced ARR £39,600Jun 25: Contracted ARR £39,600; Invoiced ARR £39,600Jul 25: Contracted ARR £46,600; Invoiced ARR £42,342Aug 25: Contracted ARR £46,600; Invoiced ARR £42,342Sep 25: Contracted ARR £46,600; Invoiced ARR £42,342Oct 25: Contracted ARR £46,600; Invoiced ARR £42,342Nov 25: Contracted ARR £46,600; Invoiced ARR £42,342Dec 25: Contracted ARR £51,000; Invoiced ARR £51,000Jan 26: Contracted ARR £51,000; Invoiced ARR £51,000Feb 26: Contracted ARR £51,000; Invoiced ARR £51,000Mar 26: Contracted ARR £51,000; Invoiced ARR £51,000Apr 26: Contracted ARR £51,000; Invoiced ARR £51,000May 26: Contracted ARR £51,000; Invoiced ARR £51,000Jun 26: Contracted ARR £51,000; Invoiced ARR £51,000Jul 26: Contracted ARR £51,000; Invoiced ARR £51,000Aug 26: Contracted ARR £51,000; Invoiced ARR £51,000Sep 26: Contracted ARR £51,000; Invoiced ARR £51,000

One point per month; the dot and figure at the right end are the latest value. Dashed upright lines mark dated events. Latest (Sep 26): Contracted ARR £51k; Invoiced ARR £51k. Basis: accounting system, facts.arr_monthly:org_018.

Show the figures as a table
MonthContracted ARRInvoiced ARR
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£39,600£39,600
May 25£39,600£39,600
Jun 25£39,600£39,600
Jul 25£46,600£42,342
Aug 25£46,600£42,342
Sep 25£46,600£42,342
Oct 25£46,600£42,342
Nov 25£46,600£42,342
Dec 25£51,000£51,000
Jan 26£51,000£51,000
Feb 26£51,000£51,000
Mar 26£51,000£51,000
Apr 26£51,000£51,000
May 26£51,000£51,000
Jun 26£51,000£51,000
Jul 26£51,000£51,000
Aug 26£51,000£51,000
Sep 26£51,000£51,000
Accountingmade from

Finance read

As at Fri 9 Oct 2026

ARR £51k, paid, CRM shows £58k

Standing Paid upARR Rising

Contracted ARR is £51k, matching the invoiced ARR, and all four invoices were paid within terms. CRM ARR of £58k is £7,000 higher across two CRM records. Renewal on 1 Dec 2026 is 53 days away.

  • CRM ARR £58k is £7,000 above the £51k order form, with a duplicate CRM record
  • Renewal on 1 Dec 2026 by the price-book rule is £50k against £51k today
  • Open renewal deal at £58k is a forecast, not agreed
The analysis

Recurring revenue: Contracted ARR is £51k on the Growth renewal order form. It started at £40k in Dec 2024 and rose with expansions in Jul 2025 (+£7,000) and Dec 2025 (+£4,400).

Next commitment: The term ends 30 Nov 2026. By the price-book rule renewal on 1 Dec 2026 is £50k against £51k today, a change of -£1,000 (-2.0%).

Billing: All four invoices were paid within terms and nothing is overdue or disputed. CRM ARR is £58k over two CRM records, one a duplicate, so CRM minus invoiced is £7,000. The executed order form at £51k is the truth.

Deals: The open renewal deal is at proposal stage at £58k, expected close 9 Nov 2026, and is a forecast. Tom Ashdown owns it and 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: value confirmed, then usage dip

    Ruth Ackroyd confirmed the brain works at the 23 Apr 2026 QBR and an autumn Growth renewal was requested. A usage dip, duplicate records and a freshness delay followed. The MD still has no quotable value figure.

    The analysis

    Early April: Bethan Lister traced a missing sales-engineer call to a queue fault after the nightly refresh and re-ran it. A ticket on 9 Apr 2026 reported duplicate customer records in search, escalated to Ewan Pryce for an ingestion fix.

    QBR: On 23 Apr 2026 Ruth said the brain works and saves time. Tom Ashdown asked for an autumn renewal conversation on Growth, which runs to the end of November, and Stuart Kenyon wants a one-page proposal only.

    Value case: On 24 Apr 2026 Stuart asked for one line on audit-prep savings. Daniel Okafor declined to give an unsupported number and asked Ruth for half an hour. The same day Ruth asked for a bulk-update route from the ERP and said the timeline must fit in one month or they will find another solution.

    Usage: On 12 May 2026 Ruth said usage was quieter and asked for evidence. At the 18 May 2026 check-in she did not accept an estimate as a fact, but gave a part-history win done in minutes.

    Late quarter: On 25 May 2026 Alice Brewer invited Karen Midgley to the Customer Day on 11 Jun 2026; no reply is shown. On 12 Jun 2026 a ticket reported booking data one to two days behind, caused by a connector timeout.

    Open at the end: The bulk-update scope and cost, the audit-prep value line, the duplicate-records fix and the connector timeout were all unresolved. The renewal conversation was not yet shown as booked.

    Made from 2 calls · 4 email threads · 3 tickets

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

  2. Q1 2026

    Q1 2026: connector stall, then quiet use

    A Salesforce connector stall in January was solved on 15 Jan 2026. Marketing invitations went unanswered. At the 23 Mar 2026 check-in Ruth Ackroyd was positive on quiet use but refused a renewal conversation. The contract runs to the end of November.

    The analysis

    Support: on 6 Jan 2026 Nathan reported the Salesforce connector had stopped syncing, with API rate limit warnings in the logs. First response took 106 minutes, and the ticket was solved on 15 Jan 2026.

    Support: Nathan asked for sync failure alerts because his team relies on fresh data for quality checks. The record does not show the resolution method or root cause.

    Marketing: Alice Brewer sent Ruth Ackroyd three invitations, to webinars on 19 Feb 2026 and 19 Mar 2026 and a London roundtable on 24 Feb 2026. None drew a reply, so attendance is not shown.

    Check-in: on 23 Mar 2026 Daniel Okafor reviewed usage with Ruth. Around twelve people were active on an average day against sixty licensed users, up on the previous quarter. Ruth said quiet is what she wants from a supplier.

    Commercial: Ruth said she does not want a renewal conversation in a check-in. Daniel noted the contract runs to the end of November and Tom will follow up nearer the time.

    Open at the end: Daniel's 24 Mar 2026 notes got no reply. He still owes a summary of the questions Dunholm Precision's people ask. Ruth may want an on-time delivery by customer dashboard, and engineers are recording fewer calls. Renewal terms have not been discussed.

    Made from 1 call · 4 email threads · 1 ticket

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

  3. Q4 2025

    Q4 2025: Growth renewal agreed and signed

    Dunholm Precision's usage rose and the Growth renewal for 60 licensed users was agreed on 20 Oct 2025. Stuart Kenyon signed the order form, receipt confirmed 11 Nov 2025, and the renewal invoice followed on 17 Nov 2025 with a PO query open.

    The analysis

    Renewal: on 14 Oct 2025 Daniel Okafor and Stuart Kenyon fixed a renewal call, Stuart agreeing that usage was up. On the 20 Oct 2025 call Stuart, Ruth Ackroyd and Karen Midgley accepted the £51k renewal on the same terms, sixty users, annual in advance.

    QBR: on the 27 Oct 2025 call Ruth said sourced answers helped her pass an audit. About twelve people were active daily against 60 licensed users, and she declined for now to let BG-Demo write the audit up as an example.

    Support: on 21 Oct 2025 Ruth asked for line-level quality ticket history for two aerospace customers, and Daniel agreed to prepare it. On the QBR call, dashboards were barely used, though Nathan Booth wants a late orders against open quality tickets view.

    Signing: on 6 Nov 2025 Tom Ashdown sent the Growth renewal order form and Stuart signed. Tom confirmed receipt on 11 Nov 2025, and Stuart raised no price concern.

    Billing: invoice INV-018-0004 was sent on 17 Nov 2025 (net £51k, gross £61k, due 17 Dec 2025), with a PO number requested.

    Marketing: webinar invitations went to Nathan on 31 Oct 2025 and to Phil Royston on 25 Dec 2025, with no replies.

    Open at the end: the PO number, payment of the invoice, the training date for new engineers, the question numbers for Ruth and how the 60 users sit against the 40 included in Growth were not shown as resolved.

    Made from 2 calls · 6 email threads

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

  4. Q3 2025

    Q3 2025: expansion signed, renewal value query

    The £2,742 expansion was agreed on 4 Jul 2025 and signed on 11 Jul 2025. In September Stuart Kenyon provisionally accepted a £51k renewal preview but asked what it saves and wants proof of use. Support was routine.

    The analysis

    Expansion: The 4 Jul 2025 call settled the £2,742 expansion with a separate invoice and thirty-day terms, ending 30 Nov 2025 with the existing term. Stuart Kenyon returned the signed order form on 11 Jul 2025, a day after the hoped-for 10 Jul 2025.

    Billing: Invoice INV-018-0003 went to Karen Midgley on 11 Jul 2025: net £2,742, gross £3,290, due 10 Aug 2025. The thread shows no reply, so the PO number and payment are not shown.

    Support: On 17 Jul 2025 six new staff needed regional access. Olivia Grant said SCIM is Enterprise only and set up regional dashboard groups instead, which may not scale.

    Support: On 24 Jul 2025 Ruth needed four external auditors on read-only access, and it was solved on 28 Jul 2025. A date-filter how-to from Nathan Booth on 31 Jul 2025 was routine.

    Renewal: On 1 Sep 2025 Daniel Okafor gave notice of renewal at term end on 30 Nov 2025, for 60 licensed users at £47k. Stuart asked what it saves and said he will follow Ruth's view.

    Renewal: On 8 Sep 2025 Daniel and Tom Ashdown previewed £51k against £47k contracted. Stuart noted the rise without objecting, but wants a one-page note and a usage view sent via his operations lead first.

    Open at the end: The renewal is unsigned, with a close date pencilled for Mon 10 Nov 2025. The breakdown of the rise, Ruth's view and payment of the July invoice are not shown.

    Made from 2 calls · 6 email threads · 3 tickets

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

  5. Q2 2025

    Q2 2025: value proof and Growth expansion

    Dunholm Precision's use grew and a customer audit passed on a BG-Demo dashboard. Ruth Ackroyd demanded evidence of value before renewal, then moved to a planner pilot and a £2,742 Growth expansion pencilled for 10 Jul 2025.

    The analysis

    QBR: on 28 Apr 2025 Daniel Okafor and Tom Ashdown met Ruth Ackroyd and Nathan Booth. A customer audit passed on a traceability dashboard, and Ruth's condition for renewal is value shown with evidence. The Growth term runs to 30 Nov 2025 at £40k a year.

    Check-in: on 14 May 2025 Ruth tied rising use to quality ticket search. On 20 May 2025 she refused to accept an audit view built on sample data.

    Pilot: on 19 May 2025 Ruth reported settled use and a clean audit follow-up. She asked for a planner pilot on late orders, needing no contract change. She warned the reason code in the orders data is not clean.

    Proposal: Tom set up a walkthrough with Ruth on 4 Jun 2025. On 9 Jun 2025 he proposed a Growth expansion of £2,742, to share the existing term. Ruth wants it itemised, and Stuart Kenyon will not sign without her view.

    Outreach: invitations went to Phil Royston for the 12 Jun 2025 Customer Day and to Nathan for the 19 Jun 2025 webinar. Neither thread shows a reply.

    Open at the end: the itemised page, the shared drive connector date, and the planner pilot were owed. Jas is the heaviest user, a key-person risk. The call does not show whether £2,742 is annual or one-off.

    Made from 3 calls · 5 email threads

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

  6. Q1 2025

    Q1 2025: onboarding, training and paced rollout

    Dunholm Precision onboarded on the Growth tier in January 2025, with positive training and a freshness caveat. By 24 Mar 2025 the quality team used it daily and Ruth Ackroyd was pacing rollout, wanting the next review judged on outcomes.

    The analysis

    Onboarding: Callie Brennan ran Ruth Ackroyd's test questions on 7 Jan 2025, and Ruth found the open-orders view right first time. On 14 Jan 2025 she reported fast answers but one stale order, put down to nightly refresh timing, and the call recorder connector was live.

    Setup: The 20 Jan 2025 call set out the Growth tier plan, with five of eight connectors and forty licensed users. Nathan Booth was the only admin and no second admin was named.

    Training: On 24 Jan 2025 and 27 Jan 2025 Callie trained Jas Dhillon and Nathan. Jas built a call prep page and Nathan a dashboard replacing the manual Monday report.

    Outreach: Sofia Marchetti invited Karen Midgley on 15 Feb 2025 and Jas on 18 Feb 2025 to events. Neither thread shows a reply.

    Support: On 4 Mar 2025 Jas needed dashboard access and Bethan granted it, solved 10 Mar 2025. The ticket calls Jas new, though Jas appears in the January calls.

    Check-in: On 24 Mar 2025 Daniel Okafor met Ruth, who said the quality team used the brain every morning. She is holding back wider rollout, and a date column had read the wrong way round for a couple of days.

    Open at the end: The explanation of how the date fault will be prevented was still owed. The outcomes review was still to be booked, and no second admin is shown as named.

    Made from 6 calls · 5 email threads · 1 ticket

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

  7. Q4 2024

    Q4 2024: Growth signed, onboarding begun

    Dunholm Precision signed the Growth order form on 28 Oct 2024 and began onboarding in December. Ruth Ackroyd is sceptical and wants proof; the order system and helpdesk loaded, the call recorder access was unresolved, and invoices had no reply.

    The analysis

    Order form: Tom Ashdown sent the Growth order form on 23 Oct 2024 at a total of £52k including implementation. Stuart Kenyon replied on 28 Oct 2024 that he would sign that afternoon; the thread does not show the signed copy.

    Billing: Nell Ashcombe sent Karen Midgley the first invoice on 28 Oct 2024, £14k gross, due 27 Nov 2024. Rachel Dunmore sent invoice INV-018-0002 on 2 Dec 2024, £48k gross, due 1 Jan 2025. Neither thread shows a reply, so receipt and payment are not shown.

    Kickoff: At the 9 Dec 2024 kickoff, Ruth said she is interested but sceptical and wants right answers on customer and part. Daniel Okafor confirmed the term runs to 30 Nov 2025 on Growth with forty users.

    Access: On 10 Dec 2024 Callie Brennan listed the written access she needs. Nathan Booth would send CRM and helpdesk access, but call recorder access sat with someone in IT.

    Onboarding: On 16 Dec 2024 Ruth chose base part grouping with the revision held separately, and asked for before and after counts. On 23 Dec 2024, with Nathan only, the order system loaded cleanly and older tickets joined patchily.

    Open at the end: A couple of dozen part exceptions were awaiting Nathan's decision. The call recorder source had no committed date, invitations were held, and the invoice replies were not shown.

    Made from 3 calls · 4 email threads

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

  8. Q3 2024

    Q3 2024: Growth deal from demo to terms

    Dunholm Precision moved from a demo on its own data to a Growth proposal at £52k including implementation. The managing director wanted the saving shown and terms in writing. Signing was targeted for 25 Oct 2024.

    The analysis

    Demo: On 18 Jul 2024 Tom Ashdown booked a demo on Dunholm's own data, with Ruth Ackroyd backing it and naming Nathan Booth for the extract. The demo on 25 Jul 2024 was positive, with conditions on part number mapping and audit evidence.

    Technical: After the demo Nathan asked about data location, source systems and access. Tom quoted a working Growth value of £52k and a 25 Oct 2024 target, and Hannah Lowe was to answer in writing.

    Proposal: On 27 Aug 2024 Tom presented Growth at £52k, the whole deal value including implementation and not a yearly price. Stuart Kenyon was content in principle but would not sign until he had seen it in writing.

    Value: Stuart asked what it saves. No saving was quantified; Ruth was to count late-batch cases and Tom promised a value case.

    Terms: On 17 Sep 2024 Stuart asked for final terms, not a first draft. On 23 Sep 2024 Tom and Owen Tallis took Phil Royston and Karen Midgley through the draft order form.

    Open at the end: Karen asked for quarterly invoicing and a line-by-line split of £52k, and the form must state the notice window. The evidence does not show whether the form was signed.

    Made from 3 calls · 4 email threads

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

  9. Q2 2024

    Q2 2024: first contact and discovery call

    Late in the quarter Tom Ashdown arranged and held a discovery call with Ruth Ackroyd, who described three disconnected systems and audit pressure. Tom pointed to Growth at about £52k including implementation. Ruth wants a demo on Dunholm data.

    The analysis

    Scheduling: On 19 Jun 2024 Tom Ashdown and Ruth Ackroyd agreed an hour-long discovery call on a Thursday at 09:30. Ruth asked for a short agenda and said she would bring a quality lead.

    Problem: Ruth said the team struggles to answer 'Which customer, which part?' quickly. On the 26 Jun 2024 call she explained that answering one customer question takes most of a day across order, quality and call records.

    Customer view: Aerospace and energy customers audit Dunholm Precision, and Ruth owns the customer side of each audit. She wants sourced answers, not estimates, and said 'If I can't show it, I fail it.'

    Commercial: Tom positioned the Growth tier with a ballpark of £52k that includes the one-off implementation, to be confirmed in writing. Ruth is the buyer, but the managing director wants a decision before the end of the autumn and will want proof it pays off.

    Open at the end: Tom owes demo dates, a demo on Dunholm Precision data ahead of the 25 Oct 2024 planning date, written pricing and real manufacturer examples. The business systems analyst is not yet involved, the connector list is still vague, and the managing director has not met BG-Demo.

    Made from 1 call · 1 email thread

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

  10. Q1 2024

    Q1 2024: one webinar invitation, no reply

    One read in the period: a 16 Mar 2024 email in which Nell Ashcombe invited Nathan Booth to a BG-Demo webinar on 21 Mar 2024. The thread holds no customer response and no commercial ask.

    The analysis

    Period: this is a single read, an email thread dated 16 Mar 2024. Nothing else with Dunholm Precision is recorded for the quarter.

    Outreach: Nell Ashcombe invited Nathan Booth, who looks after business systems, to an online BG-Demo webinar on Thursday 21 March 2024. She pointed him to the sections on how the brain is built inside the customer's own Snowflake account.

    Customer view: the thread holds no response from Nathan, so interest is not shown. The read rates the sentiment as neutral and the voice as unknown.

    Opportunity: the read notes that Nathan's role in business systems makes him a likely technical reviewer if the brain is sold into Dunholm Precision.

    Open at the end: no step was agreed. The only follow-up noted is for Nell to send joining details if Nathan replies.

    Made from 1 email thread

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

  11. Q4 2023

    Q4 2023: one webinar invitation, no reply

    One read in the quarter: on 29 Oct 2023 Nell Ashcombe invited Phil Royston, Purchasing Manager, to a 16 Nov 2023 webinar on how B-Viz is built and run. The thread holds no customer response.

    The analysis

    Period: this digest rests on one read, an email thread dated 29 Oct 2023.

    Invitation: Nell Ashcombe, CEO, invited Phil Royston, Purchasing Manager, to an online walk-through on Thursday 16 Nov 2023. She framed it as relevant to purchasing, with no sales pitch.

    People: Nell suggested Phil pass the invitation to colleagues in engineering or quality. The read treats that as a possible way to reach another contact.

    Customer view: the thread holds no reply from Phil, so his interest is not shown. The read rates sentiment as neutral.

    Open at the end: nothing is open. The read says no action is required unless Phil replies, and the evidence does not show whether he attended the webinar.

    Made from 1 email thread

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

Platform usage

Updated 9 Oct 26
Active users · Sep 26
38down 1 vs 3 months earlierof 40 included on the tier
Questions asked · Sep 26
1,086up 4 vs 3 months earlier
Connectors configured · Sep 26
6level vs 3 months earlierof 8 included on the tier
Active admins · Sep 26
1down 1 vs 3 months earlier
Data volume · Sep 26
14.3 GBup 0.6 GB vs 3 months earlier
Active users and questions · monthlyUpdated 09 Oct 26
CSV
Left axisActive usersLicensed seatsIncluded users (40)Right axisQuestions asked
0030600601,200Dec 24Mar 25Jun 25Sep 25Dec 25Mar 26Jun 26Sep 26champion leftIncluded users (40)601,08638Dec 24: Active users 11; Licensed seats 40; Questions asked 82Jan 25: Active users 18; Licensed seats 40; Questions asked 334Feb 25: Active users 21; Licensed seats 40; Questions asked 483Mar 25: Active users 24; Licensed seats 40; Questions asked 575Apr 25: Active users 26; Licensed seats 40; Questions asked 634May 25: Active users 26; Licensed seats 40; Questions asked 650Jun 25: Active users 26; Licensed seats 40; Questions asked 700Jul 25: Active users 39; Licensed seats 60; Questions asked 990Aug 25: Active users 39; Licensed seats 60; Questions asked 640Sep 25: Active users 39; Licensed seats 60; Questions asked 1,128Oct 25: Active users 39; Licensed seats 60; Questions asked 1,137Nov 25: Active users 39; Licensed seats 60; Questions asked 1,004Dec 25: Active users 39; Licensed seats 60; Questions asked 814Jan 26: Active users 39; Licensed seats 60; Questions asked 1,025Feb 26: Active users 39; Licensed seats 60; Questions asked 954Mar 26: Active users 39; Licensed seats 60; Questions asked 1,076Apr 26: Active users 39; Licensed seats 60; Questions asked 1,098May 26: Active users 39; Licensed seats 60; Questions asked 978Jun 26: Active users 39; Licensed seats 60; Questions asked 1,082Jul 26: Active users 38; Licensed seats 60; Questions asked 1,065Aug 26: Active users 38; Licensed seats 60; Questions asked 617Sep 26: Active users 38; Licensed seats 60; Questions asked 1,086

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. Dashed upright lines mark dated events. Latest (Sep 26): Active users 38; Licensed seats 60; Questions asked 1,086. Basis: product usage, facts.usage_monthly:org_018, signals:org_018.

Show the figures as a table
MonthActive usersLicensed seatsQuestions asked
Dec 24114082
Jan 251840334
Feb 252140483
Mar 252440575
Apr 252640634
May 252640650
Jun 252640700
Jul 253960990
Aug 253960640
Sep 2539601,128
Oct 2539601,137
Nov 2539601,004
Dec 253960814
Jan 2639601,025
Feb 263960954
Mar 2639601,076
Apr 2639601,098
May 263960978
Jun 2639601,082
Jul 2638601,065
Aug 263860617
Sep 2638601,086
Connectors, admins and data volume · monthlyUpdated 09 Oct 26
CSV
Left axisConnectors configuredActive adminsIncluded connectors (8)Right axisData volume
00.0 GB47.5 GB815.0 GBDec 24Mar 25Jun 25Sep 25Dec 25Mar 26Jun 26Sep 26Included connectors (8)14.3 GB61Dec 24: Connectors configured 3; Active admins 2; Data volume 5.03 GBJan 25: Connectors configured 5; Active admins 2; Data volume 8.56 GBFeb 25: Connectors configured 5; Active admins 2; Data volume 8.71 GBMar 25: Connectors configured 6; Active admins 2; Data volume 10.66 GBApr 25: Connectors configured 6; Active admins 2; Data volume 10.86 GBMay 25: Connectors configured 6; Active admins 2; Data volume 11.06 GBJun 25: Connectors configured 6; Active admins 2; Data volume 11.26 GBJul 25: Connectors configured 6; Active admins 2; Data volume 11.46 GBAug 25: Connectors configured 6; Active admins 2; Data volume 11.67 GBSep 25: Connectors configured 6; Active admins 2; Data volume 11.86 GBOct 25: Connectors configured 6; Active admins 2; Data volume 12.07 GBNov 25: Connectors configured 6; Active admins 2; Data volume 12.27 GBDec 25: Connectors configured 6; Active admins 2; Data volume 12.47 GBJan 26: Connectors configured 6; Active admins 2; Data volume 12.67 GBFeb 26: Connectors configured 6; Active admins 2; Data volume 12.86 GBMar 26: Connectors configured 6; Active admins 2; Data volume 13.06 GBApr 26: Connectors configured 6; Active admins 2; Data volume 13.26 GBMay 26: Connectors configured 6; Active admins 2; Data volume 13.46 GBJun 26: Connectors configured 6; Active admins 2; Data volume 13.66 GBJul 26: Connectors configured 6; Active admins 1; Data volume 13.86 GBAug 26: Connectors configured 6; Active admins 1; Data volume 14.07 GBSep 26: Connectors configured 6; Active admins 1; Data volume 14.27 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 (Sep 26): Connectors configured 6; Active admins 1; Data volume 14.3 GB. Basis: product usage, facts.usage_monthly:org_018, signals:org_018.

Show the figures as a table
MonthConnectors configuredActive adminsData volume
Dec 24325.03 GB
Jan 25528.56 GB
Feb 25528.71 GB
Mar 256210.66 GB
Apr 256210.86 GB
May 256211.06 GB
Jun 256211.26 GB
Jul 256211.46 GB
Aug 256211.67 GB
Sep 256211.86 GB
Oct 256212.07 GB
Nov 256212.27 GB
Dec 256212.47 GB
Jan 266212.67 GB
Feb 266212.86 GB
Mar 266213.06 GB
Apr 266213.26 GB
May 266213.46 GB
Jun 266213.66 GB
Jul 266113.86 GB
Aug 266114.07 GB
Sep 266114.27 GB

Usage read

As at Fri 9 Oct 2026

Usage recovering after August dip

Direction Rising

Usage is rising: questions 756 to 985 (+30%) over the last 4 weeks against the 4 before, after an August dip. Only one admin is active and Ruth Ackroyd's platform user was deactivated on 29 Jun 2026.

  • Questions up 30% over the last 4 weeks against the 4 before
  • One active admin, Nathan Booth, down from two
  • Champion Ruth Ackroyd deactivated on 29 Jun 2026
  • 38 of 60 seats active
The analysis

Recent weeks: Questions rose from 756 to 985 (+30%) comparing the last 4 weeks with the 4 before, and average daily active users from 9.7 to 12.5 (+29%). The busiest week ended 2 Oct 2026 with 256 questions.

Trend: September 2026 had 1,086 questions against a 12-month peak of 1,137 in October 2025, and August 2026 fell to 617. Records indexed are rising, from 5,649,592 in September 2025 to 6,793,297 in September 2026 (+20%).

Who uses it: Nathan Booth is the only admin active in September 2026, down from two. Sarah Kaur asks 19% of questions, Nathan Booth 15% and Sana Sutherland 13%, so use is spread rather than concentrated. Contact Ruth Ackroyd (Head of Customer Operations, CRM role champion) was deactivated on the platform on 29 Jun 2026.

Against the order form: 38 active users are 63% of the 60 seats on the Growth order form. Six connectors are configured against eight contracted.

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

DealStageAmountClose
Dunholm Precision – Renewalproposal£58,0009 Nov 2026

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

Dunholm Precision's pages are written from 3 organisation-level AI texts (assessment / next steps), 11 period digests and 1 narrative-level AI text, which in turn draw on 100 AI summaries of 108 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. 2 AI records in this trail are not written yet.

The trail as a list (block, record, entity, raw row)
  • Activity page block
  • AI opinion page block
    • Dunholm Precision at risk AI record
      • Dunholm Precision: Growth renewal paper AI record
      • ARR £51,000, paid, CRM shows £58,000 AI record
        • Dunholm Precision – New entity
          • Dunholm Precision entity
            • accounting/customers.csv org_018 raw row
            • crm/companies.csv org_018 raw row
            • crm/companies.csv org_018_dup raw row
            • product_analytics/tenants.csv org_018 raw row
          • contracts/order_form_lines.csv ctr_018_01:1 raw row
          • contracts/order_form_lines.csv ctr_018_01:2 raw row
          • contracts/order_forms.csv ctr_018_01 raw row
          • crm/deal_line_items.csv deal_018_01:1 raw row
          • crm/deal_line_items.csv deal_018_01:2 raw row
          • +7 more
        • Dunholm Precision – Expansion entity
          • Dunholm Precision entity
            • accounting/customers.csv org_018 raw row
            • crm/companies.csv org_018 raw row
            • crm/companies.csv org_018_dup raw row
            • product_analytics/tenants.csv org_018 raw row
          • contracts/order_form_lines.csv ctr_018_02:1 raw row
          • contracts/order_forms.csv ctr_018_02 raw row
          • crm/deal_line_items.csv deal_018_02:1 raw row
          • crm/deal_stage_history.csv deal_018_02:1 raw row
          • crm/deal_stage_history.csv deal_018_02:2 raw row
          • +3 more
        • Dunholm Precision – Renewal entity
          • Dunholm Precision entity
            • accounting/customers.csv org_018 raw row
            • crm/companies.csv org_018 raw row
            • crm/companies.csv org_018_dup raw row
            • product_analytics/tenants.csv org_018 raw row
          • contracts/order_form_lines.csv ctr_018_03:1 raw row
          • contracts/order_form_lines.csv ctr_018_03:2 raw row
          • contracts/order_forms.csv ctr_018_03 raw row
          • crm/deal_line_items.csv deal_018_03:1 raw row
          • crm/deal_line_items.csv deal_018_03:2 raw row
          • +5 more
        • Dunholm Precision – Renewal entity
          • Dunholm Precision entity
            • accounting/customers.csv org_018 raw row
            • crm/companies.csv org_018 raw row
            • crm/companies.csv org_018_dup raw row
            • product_analytics/tenants.csv org_018 raw row
          • crm/deal_line_items.csv deal_018_04:1 raw row
          • crm/deal_line_items.csv deal_018_04:2 raw row
          • crm/deal_stage_history.csv deal_018_04:1 raw row
          • crm/deal_stage_history.csv deal_018_04:2 raw row
          • crm/deals.csv deal_018_04 raw row
        • facts.arr_monthly:org_018 facts table
          • Dunholm Precision – New entity
            • Dunholm Precision entity
              • accounting/customers.csv org_018 raw row
              • crm/companies.csv org_018 raw row
              • crm/companies.csv org_018_dup raw row
              • product_analytics/tenants.csv org_018 raw row
            • contracts/order_form_lines.csv ctr_018_01:1 raw row
            • contracts/order_form_lines.csv ctr_018_01:2 raw row
            • contracts/order_forms.csv ctr_018_01 raw row
            • crm/deal_line_items.csv deal_018_01:1 raw row
            • crm/deal_line_items.csv deal_018_01:2 raw row
            • +7 more
          • Dunholm Precision – Expansion entity
            • Dunholm Precision entity
              • accounting/customers.csv org_018 raw row
              • crm/companies.csv org_018 raw row
              • crm/companies.csv org_018_dup raw row
              • product_analytics/tenants.csv org_018 raw row
            • contracts/order_form_lines.csv ctr_018_02:1 raw row
            • contracts/order_forms.csv ctr_018_02 raw row
            • crm/deal_line_items.csv deal_018_02:1 raw row
            • crm/deal_stage_history.csv deal_018_02:1 raw row
            • crm/deal_stage_history.csv deal_018_02:2 raw row
            • +3 more
          • Dunholm Precision – Renewal entity
            • Dunholm Precision entity
              • accounting/customers.csv org_018 raw row
              • crm/companies.csv org_018 raw row
              • crm/companies.csv org_018_dup raw row
              • product_analytics/tenants.csv org_018 raw row
            • contracts/order_form_lines.csv ctr_018_03:1 raw row
            • contracts/order_form_lines.csv ctr_018_03:2 raw row
            • contracts/order_forms.csv ctr_018_03 raw row
            • crm/deal_line_items.csv deal_018_03:1 raw row
            • crm/deal_line_items.csv deal_018_03:2 raw row
            • +5 more
          • Dunholm Precision – Renewal entity
            • Dunholm Precision entity
              • accounting/customers.csv org_018 raw row
              • crm/companies.csv org_018 raw row
              • crm/companies.csv org_018_dup raw row
              • product_analytics/tenants.csv org_018 raw row
            • crm/deal_line_items.csv deal_018_04:1 raw row
            • crm/deal_line_items.csv deal_018_04:2 raw row
            • crm/deal_stage_history.csv deal_018_04:1 raw row
            • crm/deal_stage_history.csv deal_018_04:2 raw row
            • crm/deals.csv deal_018_04 raw row
          • INV-018-0001 entity
            • Dunholm Precision entity
              • accounting/customers.csv org_018 raw row
              • crm/companies.csv org_018 raw row
              • crm/companies.csv org_018_dup raw row
              • product_analytics/tenants.csv org_018 raw row
            • accounting/invoice_lines.csv inv_018_001:1 raw row
            • accounting/invoices.csv inv_018_001 raw row
            • accounting/payments.csv pay_018_001 raw row
          • INV-018-0002 entity
            • Dunholm Precision entity
              • accounting/customers.csv org_018 raw row
              • crm/companies.csv org_018 raw row
              • crm/companies.csv org_018_dup raw row
              • product_analytics/tenants.csv org_018 raw row
            • accounting/invoice_lines.csv inv_018_002:1 raw row
            • accounting/invoices.csv inv_018_002 raw row
            • accounting/payments.csv pay_018_002 raw row
          • +2 more
        • facts.reconciliation_t0:org_018 facts table
          • Dunholm Precision – New entity
            • Dunholm Precision entity
              • accounting/customers.csv org_018 raw row
              • crm/companies.csv org_018 raw row
              • crm/companies.csv org_018_dup raw row
              • product_analytics/tenants.csv org_018 raw row
            • contracts/order_form_lines.csv ctr_018_01:1 raw row
            • contracts/order_form_lines.csv ctr_018_01:2 raw row
            • contracts/order_forms.csv ctr_018_01 raw row
            • crm/deal_line_items.csv deal_018_01:1 raw row
            • crm/deal_line_items.csv deal_018_01:2 raw row
            • +7 more
          • Dunholm Precision – Expansion entity
            • Dunholm Precision entity
              • accounting/customers.csv org_018 raw row
              • crm/companies.csv org_018 raw row
              • crm/companies.csv org_018_dup raw row
              • product_analytics/tenants.csv org_018 raw row
            • contracts/order_form_lines.csv ctr_018_02:1 raw row
            • contracts/order_forms.csv ctr_018_02 raw row
            • crm/deal_line_items.csv deal_018_02:1 raw row
            • crm/deal_stage_history.csv deal_018_02:1 raw row
            • crm/deal_stage_history.csv deal_018_02:2 raw row
            • +3 more
          • Dunholm Precision – Renewal entity
            • Dunholm Precision entity
              • accounting/customers.csv org_018 raw row
              • crm/companies.csv org_018 raw row
              • crm/companies.csv org_018_dup raw row
              • product_analytics/tenants.csv org_018 raw row
            • contracts/order_form_lines.csv ctr_018_03:1 raw row
            • contracts/order_form_lines.csv ctr_018_03:2 raw row
            • contracts/order_forms.csv ctr_018_03 raw row
            • crm/deal_line_items.csv deal_018_03:1 raw row
            • crm/deal_line_items.csv deal_018_03:2 raw row
            • +5 more
          • Dunholm Precision – Renewal entity
            • Dunholm Precision entity
              • accounting/customers.csv org_018 raw row
              • crm/companies.csv org_018 raw row
              • crm/companies.csv org_018_dup raw row
              • product_analytics/tenants.csv org_018 raw row
            • crm/deal_line_items.csv deal_018_04:1 raw row
            • crm/deal_line_items.csv deal_018_04:2 raw row
            • crm/deal_stage_history.csv deal_018_04:1 raw row
            • crm/deal_stage_history.csv deal_018_04:2 raw row
            • crm/deals.csv deal_018_04 raw row
          • INV-018-0001 entity
            • Dunholm Precision entity
              • accounting/customers.csv org_018 raw row
              • crm/companies.csv org_018 raw row
              • crm/companies.csv org_018_dup raw row
              • product_analytics/tenants.csv org_018 raw row
            • accounting/invoice_lines.csv inv_018_001:1 raw row
            • accounting/invoices.csv inv_018_001 raw row
            • accounting/payments.csv pay_018_001 raw row
          • INV-018-0002 entity
            • Dunholm Precision entity
              • accounting/customers.csv org_018 raw row
              • crm/companies.csv org_018 raw row
              • crm/companies.csv org_018_dup raw row
              • product_analytics/tenants.csv org_018 raw row
            • accounting/invoice_lines.csv inv_018_002:1 raw row
            • accounting/invoices.csv inv_018_002 raw row
            • accounting/payments.csv pay_018_002 raw row
          • +3 more
        • +5 more
      • Check-in: steady use, planning team next AI record
        • Dunholm Precision / BG-Demo – Check In entity
          • Dunholm Precision entity
            • accounting/customers.csv org_018 raw row
            • crm/companies.csv org_018 raw row
            • crm/companies.csv org_018_dup raw row
            • product_analytics/tenants.csv org_018 raw row
          • call_recorder/calls.csv call_018_024 raw row
        • Dunholm Precision entity
          • accounting/customers.csv org_018 raw row
          • crm/companies.csv org_018 raw row
          • crm/companies.csv org_018_dup raw row
          • product_analytics/tenants.csv org_018 raw row
      • Growth renewal: price against falling use AI record
        • Dunholm Precision / BG-Demo – Renewal entity
          • Dunholm Precision entity
            • accounting/customers.csv org_018 raw row
            • crm/companies.csv org_018 raw row
            • crm/companies.csv org_018_dup raw row
            • product_analytics/tenants.csv org_018 raw row
          • call_recorder/calls.csv call_018_025 raw row
        • Dunholm Precision entity
          • accounting/customers.csv org_018 raw row
          • crm/companies.csv org_018 raw row
          • crm/companies.csv org_018_dup raw row
          • product_analytics/tenants.csv org_018 raw row
      • Roundtable invitation, no reply AI record
        • Dunholm Precision entity
          • accounting/customers.csv org_018 raw row
          • crm/companies.csv org_018 raw row
          • crm/companies.csv org_018_dup raw row
          • product_analytics/tenants.csv org_018 raw row
        • Invitation: Revenue leaders roundtable in London entity
          • Dunholm Precision entity
            • accounting/customers.csv org_018 raw row
            • crm/companies.csv org_018 raw row
            • crm/companies.csv org_018_dup raw row
            • product_analytics/tenants.csv org_018 raw row
          • mailbox/messages.csv thr_018_0042:1 raw row
          • mailbox/threads.csv thr_018_0042 raw row
      • Renewal notice: value challenge from MD AI record
      • +31 more
  • ARR journey page block
    • AI facts page block
      • Contacts page block
        • +8 more
      • Open deals page block
        • Documents page block
          • +13 more
        • Finance read page block
          • hero page block
            • History by quarter page block
              • +5 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