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Telecoms

BSS, OSS, churn: take back control

Your billing and provisioning systems are 15 to 25 years old. Your customers compare offers in 30 seconds. We connect your legacy to churn and recommendation models and to AI agents able to handle 80% of customer service.

-35%
churn observed after deploying our predictive model + retention agents
Geographies
Maghreb operatorsFrench-speaking AfricaFranceMVNOs
Challenges

Telco challenges

Ageing BSS / OSS

Billing, provisioning, network management: stacks built over 20 years, high maintenance cost.

Customer analytics

Distributed data, multiple identifiers, hard to build a 360° customer view.

Churn

Aggressive competition, comparators, margins under pressure, need to predict and retain.

Personalisation

Tailored, contextual offers, recommended in real time per channel.

Use cases

Operator use cases

Use case

Billing modernisation

API in front of legacy BSS, fresh data exposed to mobile apps and self-care. New pricing plans launched in weeks.

Stack
API GatewayJavaKafkaPostgreSQLGraphQL
Use case

AI customer service agent

Multilingual conversational bot handling 80% of common requests (plan, bill, options), human escalation on complex cases.

Stack
Anthropic ClaudeRAGWhatsApp APISalesforceNLU
Use case

Offer recommendation

Predictive model on usage and profile. Right offer, right customer, right moment. Cross-channel activation (app, SMS, advisor).

Stack
PythonTensorFlowFeature StoreAirflowKafka
Methodology

Operator methodology

01

Data & IS audit

BSS / OSS mapping, customer data quality, high-ROI use case identification.

02

Cohort pilot

Launch on customer segment, business impact measurement, model tuning.

03

National roll-out

Progressive deployment across base, omnichannel integration.

04

Continuous optimisation

KPI tracking (churn, ARPU, NPS), model retraining, new use case expansion.

References

Measured results

Multilingual FR / AR bot on WhatsApp. 78% of requests resolved without human. Advisors focused on sales and retention.

Mobile operator, Maghreb · 5M subscribers

Churn model deployed on postpaid base. -32% cancellations on at-risk segments. Targeted campaigns more effective.

MVNO, France
Next step

Make your telco data-driven

Let's discuss your BSS / OSS, your data strategy and the AI use cases we can deploy in a few months.