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Enterprise AI Evidence · Telecommunications

Circles

Circles uses OpenAI technology for telco personalization, customer support automation and engineering productivity.

Provenance Provider ReportedStatus ProductionGeography Singapore / GlobalConfidence 95%

Reported outcomes

Economic

ARPU increase in Singapore

ARPU increase in Singapore: 22 percentEvidence strength: reported
Risk

churn reduction

churn reduction: 9 percentEvidence strength: reported
Productivity

autonomous support resolution rate

autonomous support resolution rate: 65 percentEvidence strength: reported
Productivity

development efficiency increase

development efficiency increase: 29 percentEvidence strength: reported

Mapped use case

Telecommunications

Churn prevention personalisation

Applied AI can augment commercial work by reducing cycle time, increasing coverage and improving decision consistency while retaining explicit controls for high-consequence decisions.

conversionretentionARPUengagement

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TELUS

TELUS has scaled Claude across its workforce and custom internal AI solutions, including software engineering.

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