Support logs are full of subscribers. Your AI provider doesn't need them.

Tickets and logs carry phone numbers, subscriber IDs and hostnames. They leave as tokens and come back as values.

noc-incident-7712.log

09:14:02 WARN  sms-gw   delivery failed msisdn=⟦PHONE:7F31:0001⟧ sub=⟦SUBSCRIBER_ID:7F31:0002⟧
09:14:03 INFO  crm      ticket 77120 opened by ⟦EMAIL:7F31:0003⟧
09:14:05 ERROR core     link down on ⟦HOST:7F31:0004⟧, 412 subscribers affected
09:14:06 WARN  sms-gw   retry queue 1,204 for sub=⟦SUBSCRIBER_ID:7F31:0002⟧
09:14:07 DEBUG auth     key ⟦SECRET:7F31:0005⟧ rejected

→ Why are SMS deliveries failing in this window?

Operator scale

Sized for thousands of agents.

5,000+users

The largest licence band, with API protection included

177ms

Added at p95 for a 2K-character prompt (benchmark)

0calls home

No telemetry, signed offline licence

Where teams start

Care, network and IT on day one.

Customer care

Summarise call notes

A day of notes into one case history.

+44 7700 900123→ ⟦PHONE⟧

Network operations

Triage incidents

Logs in, probable cause out.

sub=S-88120417→ sub=⟦SUBSCRIBER_ID⟧

Debug real errors

Share the config, not its keys.

AKIAIOSFODNN7EXAMPLE→ ⟦SECRET⟧

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