For account CRN 8647576055 (Services Comptables Cateva Inc.), what was its MRR on 2026-05-03 versus its current MRR?
Basis: Availability of governed Partner-account snapshots for CRN 8647576055, 24 Mar–23 Sep 2026, including a specific check for 3 May 2026. Governed filters applied. Every row's «Snapshots on 2026-05-03» came back as 0. That is usually a wrong segment filter rather than a real zero.
Per-step detail — each LLM call, each Omni request, each rejected draft —
is traced to stdout only and is not stored, so it cannot be shown here.
Query attempts counts run_query executions, not model turns.
WITH governed_account_snapshots AS (
SELECT DISTINCT
omni_dbt__eds_calendar_day."DATE_DAY" AS "Snapshot Date",
omni_dbt__eds_all_accounts."ACCOUNT_CRN" AS "Account CRN",
omni_dbt__eds_all_accounts."ACCOUNT_NAME" AS "Account Name",
omni_dbt__eds_all_accounts."ACCOUNT_CREATED_AT" AS "Account Created At"
FROM PROD."EDS_ALL_ACCOUNTS" AS omni_dbt__eds_all_accounts
INNER JOIN PROD."EDS_CALENDAR_DAY" AS omni_dbt__eds_calendar_day
ON omni_dbt__eds_calendar_day."DATE_DAY" >= omni_dbt__eds_all_accounts."VALID_FROM" AND omni_dbt__eds_calendar_day."DATE_DAY" <= omni_dbt__eds_all_accounts."VALID_TO"
WHERE TRY_TO_NUMBER(omni_dbt__eds_all_accounts."ACCOUNT_CRN") = 8647576055
AND omni_dbt__eds_calendar_day."DATE_DAY" >= DATE_FROM_PARTS(2026, 3, 24)
AND omni_dbt__eds_calendar_day."DATE_DAY" < DATE_FROM_PARTS(2026, 9, 24)
AND omni_dbt__eds_all_accounts."FINANCE_ACCOUNT_TYPE" = 'Accountant'
AND COALESCE(omni_dbt__eds_all_accounts."IS_DEXT_DEMO", FALSE) = FALSE
AND omni_dbt__eds_all_accounts."FRANCHISE_NAME" IS NULL
AND (omni_dbt__eds_all_accounts."SALESFORCE_ACCOUNT_TYPE" != 'Reseller'
OR omni_dbt__eds_all_accounts."SALESFORCE_ACCOUNT_TYPE" IS NULL)
)
SELECT
MAX("Account CRN") AS "Account CRN",
MAX("Account Name") AS "Account Name",
MIN("Account Created At") AS "Account Created At",
MIN("Snapshot Date") AS "First Governed Snapshot Since 2026-03-24",
MAX("Snapshot Date") AS "Latest Governed Snapshot",
COUNT_IF("Snapshot Date" = DATE_FROM_PARTS(2026, 5, 3)) AS "Snapshots on 2026-05-03"
FROM governed_account_snapshots
HAVING COUNT(*) > 0
LIMIT 1
No feedback linked to this request.
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.