Telecom Subscriber Insights

gcp AI servicegoogle-telecom-subscriber-insights

Customer-hosted models forecasting subscriber churn, upgrades and next best offers.

Provider: gcp
Kind: AI service
Category: Compute
Official docs: https://docs.cloud.google.com/telecom-subscriber-insights/docs

Properties · 4 set by this component

property	type	values	required	kind default	this component
auth	enum	api-key \| oauth \| iam \| none	no	—	▸ iam
contentFiltering	boolean	—	no	—	inherited
customerManagedKeys	boolean	—	no	—	inherited
dataResidency · advanced	enum	us \| eu \| asia \| global	no	—	inherited
dataRetentionDays	integer	—	no	—	inherited
deployment · component property	enum	customer-hosted	no	customer-hosted	inherited
ingestion · component property	enum	batch \| streaming	no	batch	inherited
keyStore	boolean	—	no	false	inherited
managed	boolean	—	no	false	▸ false
modality	enum	text \| vision \| speech \| multimodal \| structured \| image \| video \| audio \| embedding \| rerank	no	—	▸ structured
output · component property	enum	churn-propensity \| upgrade-propensity \| next-best-offer \| segment	no	churn-propensity	inherited
publicEndpoint	boolean	—	no	—	▸ false
quotaUnitsPerMinute	integer	—	no	—	inherited
rateLimitRpm · advanced	integer	—	no	—	inherited
rateLimitTpm · advanced	integer	—	no	—	inherited
viaGateway	boolean	—	no	false	inherited

Rules that apply · 2

Every rule whose selector covers this component's kind or its category. Whether a rule fires depends on the design: its properties, its edges and its groups.

AI API key not managedwarning

ai-api-key-unmanaged

This AI vendor is reached with an API key, and nothing in the design holds or rotates that key. It ends up in environment files or code, every caller shares it, and a single leak runs up the vendor bill until someone notices. Put the key in a key-management component, or say it is held there with keyStore.

— all of these hold:
— the node's `auth` is "api-key"
— the node's `keyStore` is false
— the node has at least one incoming edge from an app-server, worker or client
— this does not hold:
— the design contains a node of kind key-management

Stateful node without zone redundancyerror

stateful-node-without-zone-redundancy

A stateful compute node pinned to exactly one availability zone disappears with that zone, and its state goes with it. Nodes inside a cell are exempt, because there the cell is deliberately single-zone and redundancy comes from the other cells.

— all of these hold:
— the node's `stateless` is false
— the node sits inside exactly 1 availability-zone group
— this does not hold:
— the node sits inside at least one cell group

Use it in a design

nodes:
  - { id: "telecom-subscriber-insights", component: "google-telecom-subscriber-insights" }

Other AI service products · 125

and 85 more → AI service page

Source

1# yaml-language-server: $schema=../../schema/component.schema.json
2# Telecom Subscriber Insights: forecasts churn and upgrade propensity and recommends next
3# best offers for a carrier's subscriber base. "Telecom Subscriber Insights documentation":
4# usage records, billing, CRM and app data are ingested into BigQuery and normalised to
5# predefined data models; the product ships as a Google Cloud project that is built and
6# transferred to the customer, who then hosts and operates it.
7schemaVersion: "1"
8type: "component"
9id: "google-telecom-subscriber-insights"
10kind: "ai-service"
11provider: "gcp"
12docs: "https://docs.cloud.google.com/telecom-subscriber-insights/docs"
13defaults:
14  auth: "iam"
15  modality: "structured"
16  publicEndpoint: false
17  managed: false
18properties:
19  deployment:
20    type: "enum"
21    values: ["customer-hosted"]
22    default: "customer-hosted"
23  ingestion:
24    type: "enum"
25    values: ["batch", "streaming"]
26    default: "batch"
27  output:
28    type: "enum"
29    values: ["churn-propensity", "upgrade-propensity", "next-best-offer", "segment"]
30    default: "churn-propensity"

The same page as markdown, for an agent: /catalogue/components/google-telecom-subscriber-insights.md