| Last active | User | First match | Questions | Cost | Feedback |
|---|---|---|---|---|---|
| 2026-09-30 09:50 | gerty.bester@dext.com | For the AI Assist guidance named "Correct Total Amount to GBP for Car Rentals", was it created by a user or by the agent (Dext AI)? What is its created-by value and created date? | 1 | $57.6242 | — |
| 2026-09-29 10:45 | gerty.bester@dext.com | For Dext Solo (UK sole trader/landlord) clients, what share of cost items were categorised by AI Assist (auto-applied guidance) between 6 July 2026 and 28 September 2026, versus all items processed on Solo in that period? | 2 | $100.2731 | — |
| 2026-09-28 19:03 | gerty.bester@dext.com | Of the AI Assist guidances that are currently active (switched on), what share were generated automatically by Dext (auto-generated from edit history) versus written by the customer? Also, of AI Assist suggestions applied since tracking began, what share were auto-applied versus manually accepted? | 1 | $34.3431 | — |
| 2026-09-28 14:32 | suzannah.weinfass@dext.com | Total cumulative value of payments processed through Dext Payments to date in GBP (all currencies converted), how many distinct accounts/businesses have made a payment, and total value processed in the last 30 days | 8 | $80.4582 | — |
| 2026-09-27 15:01 | gerty.bester@dext.com | Total number of AI Assist suggestions created and applied to date (all time, global), and the number of partner practices and client businesses that have had at least one AI Assist suggestion. | 4 | $149.3369 | — |
| 2026-09-27 12:51 | gerty.bester@dext.com | What is the total cumulative value of payments processed through Dext Payments to date (GBP, all currencies converted), how many accounts/businesses have made a payment, and how much was processed in the last 30 days? | 5 | $385.7158 | — |
| 2026-09-24 18:34 | chris.scott@dext.com | For account CRN 7132303002 (Pitcher Partners SA Pty Ltd), what was its MRR on 2026-05-01 versus its current MRR? | 16 | $180.2691 | — |
| 2026-09-24 13:38 | pawel.chwieros@dext.com | Is there a measure for number of clients or subscriptions on a partner account, and a measure for account total MRR or a size band? I want to split client limit upsell by partner size and calculate revenue per client added. | 1 | $0.3279 | — |
| 2026-09-24 08:40 | suzannah.weinfass@dext.com | What user session or sessionization data is available? What tables/fields define a session, and what session-level metrics do we track? | 1 | $0.3143 | — |
| 2026-09-24 06:52 | chris.scott@dext.com | For account CRN 7371765911 (Global Infosys Ltd), what was its MRR on 2026-06-21 versus its current MRR? | 2 | $12.8122 | — |
| 2026-09-23 17:17 | gerty.bester@dext.com | What is the average monthly revenue per client (ARPU/ARPA) for Direct/SMB customers versus Partner/accountancy practice customers? Show the comparison for the most recent full month. | 1 | $19.0560 | — |
| 2026-09-22 14:51 | ikraan.mohamed@dext.com | Give me key business metrics and trends for the last week (Sept 15-22, 2026) - revenue, new customers, churn, or usage highlights | 1 | $58.3348 | — |
| 2026-09-22 10:58 | suzannah.weinfass@dext.com | AI Assist paid licence sales: total net paid AI Assist licences sold as of 18 September 2026, broken down by region (UK, NA including Canada and US, APAC, France, South Africa), split by partner vs direct, plus licences ended since 23 April | 3 | $101.0706 | — |
| 2026-09-22 07:23 | chris.scott@dext.com | Using field parent_account_crn (not account_crn) to filter, list child account CRNs where parent_account_crn = 7132898864, snapshot date 2026-06-01 | 1 | $32.4853 | — |
| 2026-09-20 12:35 | chris.scott@dext.com | For account CRN 5327143919 (Goldwells), what was its MRR on 2026-07-12 versus its current MRR? | 6 | $83.6143 | — |
| 2026-09-18 10:54 | yordan@dext.com | How many active accounts do we have? | 1 | $8.3274 | — |
| 2026-09-17 14:59 | yordan@dext.com | What is our average customer LTV (total MRR over customer lifetime to date)? | 1 | $34.4365 | — |
| 2026-09-17 10:19 | yordan@dext.com | What is NECE in Dext content? | 4 | $1.5321 | — |
| 2026-09-16 17:16 | chris.scott@dext.com | I need monthly bookings by sales rep, globally, for each month January 2026 through August 2026 inclusive. Before running a large query, please tell me how the model handles this: 1. Which measure is the governed "bookings" measure, and what does it count (new MRR? ARR? contract value?) 2. Is there a dimension that splits bookings into New Business vs Existing Business, and within Existing Business into Expansion vs Attrition/Contraction? I need those three categories separately because targets are set that way. 3. Which field is the sales rep / opportunity owner, and is there a team or region dimension alongside it? 4. Which date field drives the month (close date, booking date, effective date)? Give me the field names and the definitions, not the full dataset yet. | 1 | $0.3739 | — |
| 2026-09-15 13:27 | yordan@dext.com | Partners MRR by month, last 6 months | 2 | $68.7470 | — |
| 2026-09-15 12:43 | yordan@dext.com | How many bank statement extraction (BSE) sheets have been used by CRN 7233405369 for the billing period from 2026-08-10 to 2026-09-09? | 7 | $189.6923 | — |
| 2026-09-15 11:36 | yordan@dext.com | BSE sheets used for CRN 7233405369 between 2026-08-10 and 2026-09-09 | 2 | $29.9525 | — |
| 2026-09-14 11:11 | chris.scott@dext.com | What MRR-related fields are available on the eds_all_accounts table for a given snapshot date? | 2 | $1.8846 | — |
| 2026-09-11 14:37 | suzannah.weinfass@dext.com | What does the metric NECE mean? | 7 | $5.2099 | Negative ×2 |
| 2026-09-11 14:16 | oliver.paterson@dext.com | How many Clients have Payments access? | 3 | $1.6235 | — |
| 2026-09-11 06:55 | chris.scott@dext.com | For the UK New Business (UK NPC) account executives Riaz Uddin, Dominik Kocis, Sam Tehrani, Jack Hogg, Edwin Armah and Joseph Ashcroft: what is the average and median sales cycle length in days (opportunity created date to close date) for CLOSED WON opportunities closed in the last 12 months, broken down by opportunity owner? Also give the same for closed lost. Please return it as a simple table by rep. | 1 | $1.8986 | — |
| 2026-09-10 15:32 | suzannah.weinfass@dext.com | Is there a field that captures actual active usage of Payments (e.g. processed a transaction), distinct from HAS_PAYMENTS_ACCESS (access/entitlement)? Also, what was total active account count for each month March-August 2026, to compute an adoption rate? | 4 | $8.2905 | — |
| 2026-09-10 12:33 | yordan@dext.com | What is the underlying query (SQL/fields) behind this Omni report: https://dext.omniapp.co/e/3:fEAIbc88/3 | 1 | $0.0185 | — |
| 2026-09-10 10:31 | yordan@dext.com | Which Omni field tracks document extraction usage that counts toward an account's "prepare" plan limit? I'm seeing options like Volume of Receipts, Volume of Items Submitted, and Volume of Items Extracted - which one is the correct field for usage against the prepare limit? | 1 | $0.0275 | — |
| 2026-09-10 08:56 | suzannah.weinfass@dext.com | partner MRR by month for the last 6 months | 3 | $1.3831 | Negative |
| 2026-09-10 08:27 | chris.scott@dext.com | Do we have Salesloft cadence step or task-level data in the warehouse — specifically overdue cadence steps and steps due today by owner? If so, show overdue cadence steps and steps due today for the UK New Business team (Peter Chapman's reports: Eliana Brown, Luke Thomson, Freddie Brown, Joseph Ashcroft, Edwin Armah, Jack Hogg, Sam Tehrani, Dominik Kocis, Riaz Uddin). If we don't hold Salesloft step/task data, just say so plainly. | 5 | $1.7196 | — |
| 2026-09-08 14:57 | pawel.chwieros@dext.com | How is AI Assist usage measured? Which fields track whether an account has AI Assist access versus actually using AI Assist? | 1 | $0.0143 | — |
| 2026-09-08 12:23 | yordan@dext.com | Show account_crn for all child accounts whose parent_account_crn is 7333782788, as of snapshot date 2026-04-23. Order by account_crn descending. Only return the account_crn column, not parent_account_crn. | 1 | $1.6656 | — |
| 2026-09-08 07:01 | yordan@dext.com | MRR for the last 12 months, month over month | 3 | $3.7753 | — |
| 2026-09-05 16:21 | chris.scott@dext.com | What was UK churn (churned MRR) by month from April 2024 through August 2026? Please use the UK finance country grouping and return monthly churn value and, if available, the number of churned accounts per month. | 1 | $1.6469 | — |
| 2026-09-04 20:01 | yordan@dext.com | ACV for Dext today | 4 | $6.8047 | — |
| 2026-09-04 14:11 | yordan@dext.com | Quarterly gross revenue retention (GRR) for France | 1 | $0.7638 | — |
| 2026-09-04 13:19 | yordan@dext.com | What is our ARR (Annual Recurring Revenue) for the last 12 months, broken down month over month? | 22 |
$21.6506 1 unpriced
|
— |
| 2026-09-01 14:19 | yordan@dext.com | Partner accounts with outstanding invoices including company name, NetSuite account number, company registration number, subsidiary, outstanding debt by age buckets (current 15/7/2026-13/8/2026, 30 days 15/6/2026-14/7/2026, 60 days 16/5/2026-14/6/2026, 90 days before 16/5/2026, overdue over 90 days), total outstanding amount, account manager name, last login date, next invoice date | 25 | $7.5846 | — |
| 2026-09-01 13:08 | yordan@dext.com | Partner accounts with outstanding invoices including company name, NetSuite account number, company registration number, subsidiary, outstanding debt by aging buckets (current 15/7/2026-13/8/2026, 30 days 15/6/2026-14/7/2026, 60 days 16/5/2026-14/6/2026, 90 days before 16/5/2026, overdue over 90 days), total outstanding amount, account manager name, last login date, next invoice date | 2 | $1.2581 | — |
Cost is the LLM completion spend LiteLLM priced for each call, summed per
request.
Chandler is running on the Codex CLI, which draws ChatGPT plan quota
rather than per-token API billing, so this figure is not money paid —
it is what the same traffic would have cost on the API, priced from the
token counts Codex reports. Read it as the size of the bill avoided.
Two known limits: embedding spend is not recorded, so
retrieval and matching cost is missing, and because the figure is one sum
per request it cannot be split by model within a request — a
request's classifier and agent calls can use different models while
llm_model holds only one name.
Only authenticated calls are logged, USAGE_LOG_ENABLED can
switch logging off, and log writes are fail-soft — this is not a complete
record of traffic. Questions are grouped into sessions: a session is
exact when the caller echoed its id back to us and otherwise inferred from
a 30-minute gap in that user’s activity, so a grouping is only as
good as the source shown on the session itself. A call with no
attributable user gets no session at all; those questions are listed
separately rather than dropped.