Vodafone (Dora) AI Booster on Vertex AI: speeding ML to production

Vodafone built a centralized AI platform called AI Booster on Google Cloud to help data scientists reuse standard tooling and pre-built pipelines across multiple markets. The platform was designed to accelerate the path from proof of concept to production by automating environment provisioning and applying security and privacy guardrails. Vodafone uses the platform across its telecom operations to improve AI development efficiency and support more scalable customer experience initiatives.

Organization
Vodafone
Industry
Tech & Comms
Published
May 2026

Reported outcomes

−90%

timeTime & speed

Strategic outcomes

Speed & agilityAccelerated ML projects to productionScale & capacityEnabled reuse across multiple marketsCost efficiencyReduced platform provisioning effortRisk & complianceAdded security and privacy guardrails

Catalog median for time & speed deployments: −60% across 727 reported metrics. Compare benchmarks →

Primary read

Use case focus

Showing 3 of 3

  • 1Machine learning platform
  • 2MLOps
  • 3AI platform modernization
  • Vodafone needed to scale AI initiatives across multiple markets.
  • The company wanted to reduce the time required to move ML projects from proof of concept to production.
  • Vodafone also needed to reduce manual platform provisioning effort and improve reuse across teams.
  • Vodafone built AI Booster on Vertex AI as a centralized ML platform.
  • The solution uses Cloud Build for automated deployments and Cloud Run for serving and operations.
  • The platform connects to BigQuery and Cloud Storage and provides data scientists with pre-built templates, standardized tools, and automated environment setup with security and privacy guardrails.
  • Vodafone also leveraged Google Cloud generative AI capabilities as part of the platform.
  • Vodafone reduced AI development time from 20 weeks to 2 weeks, a 90% reduction.
  • The company eliminated about 60,000 platform provisioning work hours through automated deployments.
  • The platform enabled streamlined AI development and reuse across 13 markets, improving operational efficiency.
Architecture

Vodafone’s AI Booster is a centralized Google Cloud platform built on Vertex AI, with Cloud Build for automated deployments, Cloud Run for serving and operations, and integrations with BigQuery and Cloud Storage. It provides standardized tooling, pre-built pipelines, automated environment provisioning, and security/privacy guardrails for data scientists.

Sources & evidence1
Groundedness: 5/5

AI-generated summary. Verify important details with the linked sources before relying on this case.

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