Normalized claim
Quantified impact: 99% increase
Boosted AI/ML-driven computer vision inspection and user behavior prediction to 99%.
Amber Mobile — Document AI + Vertex AI/MLOps for multimodal game analytics
Use case typeIntelligent document processingUpdated Jun 13, 2026
Amber Mobile modernized its data lake and warehouse on Google Cloud and integrated AI/ML to deliver real-time insights, improve computer vision inspection and prediction accuracy, and automate document information extraction at scale. The customer story describes use of BigQuery, Cloud Storage, Dataproc, Cloud Composer, Vertex AI, Document AI, BigQuery ML, Looker Studio, and GKE/Ray on GKE.
- Organization
- Amber Mobile
- Industry
- Tech & Comms
- Location
- Singapore
- Published
- May 2026
Why do we believe this?Outcome claims, sources, and evidence checks
Normalized claim
Accuracy: 99.9%
Document AI accuracy reached up to 99.9%.
Why do we believe this deployment?Customer identity, provider attribution, maturity, and source checks
- Customer
- Amber Mobile
- Provider
- GCP
- Maturity
- Scaled Production
- Linked source
- Google Cloud Customer Stories
Amber Mobile modernized its data lake and warehouse on Google Cloud and integrated AI/ML to deliver real-time insights, improve computer vision inspection and prediction accuracy, and automate document information extraction at scale
Customer identity supportedSource describes one deploymentMaturity supported
Primary read
Use case focus
Showing 3 of 4
- 1Computer Vision
- 2MLOps
- 3Document Processing
Amber Mobile migrated to fully managed BigQuery and Cloud Storage for its data lake and warehouse, used Dataproc and Cloud Composer for processing and orchestration, Vertex AI for model building, BigQuery ML for offline batch deployment, Document AI for document extraction, and GKE with Ray for distributed reinforcement-learning training.
Reduced data insights acquisition time to within one day.
Sources & evidence1
Evidence: Medium65/100Evidence strength
- Customer explicitly identified
- Deployment status explicitly supported
- Primary source available
- Quantified outcome available
- Technical implementation details available
Type: Customer StoryPublished: May 21, 2026Publisher: Google CloudEvidence: PrimaryConfidence: High
AI-generated summary. Verify important details with the linked sources before relying on this case.
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