AI Assist paid licences by region as of 18 September 2026, using contracted AI Assist Client Limit, but WITHOUT excluding franchise accounts or Reseller-type accounts — include resellers and franchises
Basis: Contracted paid AI Assist licences, using AI Assist Client Limit and including Reseller-type and fra, snapshot of 18 September 2026. This figure does not apply the governed filter on omni_dbt__eds_all_accounts.franchise_name, omni_dbt__eds_all_accounts.salesforce_account_type, so it includes rows the standard report excludes. How did I do with this report?
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 ai_assist_contract_grain AS (
SELECT DISTINCT
omni_dbt__eds_bookings."PRIMARY_KEY" AS "Booking Primary Key",
omni_dbt__eds_all_accounts."FINANCE_COUNTRY_GROUPING" AS "Region",
omni_dbt__eds_bookings."AI_ASSIST_CONTRACT_CLIENT_LIMIT" AS "AI Assist Paid Licences"
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"
LEFT JOIN PROD."EDS_BOOKINGS" AS omni_dbt__eds_bookings
ON omni_dbt__eds_all_accounts."DERIVED_ACCOUNT_ID" = omni_dbt__eds_bookings."DERIVED_ACCOUNT_ID" AND omni_dbt__eds_calendar_day."DATE_DAY" >= omni_dbt__eds_bookings."VALID_FROM" AND omni_dbt__eds_calendar_day."DATE_DAY" <= omni_dbt__eds_bookings."VALID_TO"
WHERE omni_dbt__eds_calendar_day."DATE_DAY" = DATE_FROM_PARTS(2026, 9, 18)
AND omni_dbt__eds_bookings."AI_ASSIST_ADDON" = TRUE
AND omni_dbt__eds_bookings."AI_ASSIST_CONTRACT_CLIENT_LIMIT" > 0
AND COALESCE(omni_dbt__eds_all_accounts."IS_DEXT_DEMO", FALSE) = FALSE
)
SELECT
"Region" AS "Region",
SUM("AI Assist Paid Licences") AS "AI Assist Paid Licences",
SUM(SUM("AI Assist Paid Licences")) OVER () AS "All-region AI Assist Paid Licences"
FROM ai_assist_contract_grain
GROUP BY "Region"
ORDER BY "AI Assist Paid Licences" DESC
LIMIT 100
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.