Churn prediction · 04Draft

Predict churn before it shows up in the dashboard.

Models trained on telco signals — usage, billing, network experience and sentiment — score every subscriber daily, rank the drivers behind each risk, and trigger the right prevention playbook automatically.

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Model scoring·Retention desk·WhatsApp·Outbound voice
The problem

Most churn is predictable weeks out — the signals are just never connected.

Usage decay, billing friction, network complaints and falling sentiment each sit in a different system. Read alone, none of them look urgent. Scored together, daily, they name the subscribers about to leave — with enough lead time to actually change the outcome.

Text agent

Resolves it right in the chat.

On WhatsApp, SMS and web chat, it authenticates the subscriber, resolves the request and sends the link — with full context, in seconds.

Inerxia · Risk radar · daily runonline · replies in seconds
Morning run complete. 1,204 lines crossed the risk threshold overnight — 312 are new since yesterday.
07:15
Top driver this cohort: network quality drop in zone 04. Playbook: CPE check + goodwill credit.
07:15
Trigger the playbook for the high-risk group.
07:18
Done. 312 interventions queued across voice and WhatsApp, margin-capped.
07:18
Message
Playbook triggered · 312 queued
Voice agent

And picks up the phone.

Natural inbound and outbound calls that identify the account and take the action live — no IVR maze, no hold music.

Camila S. #77,410risk 0.83 · flagged 19d early · LIVE 01:20
Live
  • InerxiaHi Camila, this is Inerxia. We noticed a few dropped connections on your line this week.
  • CallerYeah, it's been unreliable in the evenings.
  • InerxiaI've scheduled a CPE swap for tomorrow and added a goodwill credit for the trouble.
  • CallerAppreciate that, thank you.
Root cause fixed · risk 0.83 → 0.21
Triggers

What sets the agent off.

Signals score in real time; the right action fires automatically, within your guardrails.

Churn model · daily scoring
SignalsUsageBillingNetworkSentiment
0.91ranking AUC
ActionsScoreExplain driversTrigger playbook
128,402 lines scored/day · retrained weekly
lines scored daily
128K
median lead time before port-out
19d
ranking AUC
0.91
Inerxia

See it running on your own data.

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